sha256:4ae4f763aef0fc04041a36135d01e0d23384c84c1626b1c893424ea273a396e6

Diff

Content

sha256:7e91c3a02092db2e195cea4052d6ff0f52f5b6f70b250f24412883c1d39bdfdb  .gitattributes
                                                                         .github/
sha256:346b3951948137f9caab052989c4a485cde0988be6a7ab13c7886b5349aece27  .github/FUNDING.yml
                                                                         .github/workflows/
sha256:f4939eac756c54a0a1b4229c58988556c953ae884c72e40cd202c513f8ca611b  .github/workflows/ci.yml
sha256:3a429add6d9574fb44760373394a629168afc1a39ca78474743030f8f1e8e6cf  .github/workflows/cla.yml
sha256:07f5df86a196808bff32f8e17a0c8e5415029b036c7bdb9c7c824e08d7303d11  .gitignore
sha256:b950f0dba11edf37a7eae96fbf941d7b08ab3b34fd5b1c758cc32f3d3a2c0e2d  .php-cs-fixer.dist.php
sha256:084baea0eda667e80f7fe4dbbd3eb13e73dd5491ddf79b94b52727a72bb83606  CHANGELOG.md
sha256:2a943fbf7eae841a489b0c0c055d5da047c9da2b8b083571c8783b782def6025  CONTRIBUTING.md
sha256:35096dbee8421f21cd42d21b9624986f96810dc201cc5eaf6a6fa37b4122c17e  LICENSE
sha256:6d6381403a14d60f5ba157d0ad9165e2ee3a017dd8bb2cd0a14896d9bc985a04  README.md
                                                                         benchmarks/
                                                                         benchmarks/AnomalyDetectors/
sha256:3e0d61bb99bfa63f6cae2cb2f696b65a5e4044d7750120810b9ada52f4a3d072  benchmarks/AnomalyDetectors/GaussianMLEBench.php
sha256:60f23525729876f7d8e0813cd43b2808f0182155817535ca78c978ff6b82e13c  benchmarks/AnomalyDetectors/IsolationForestBench.php
sha256:2c5fb7dc86bffb875397bbeb48040fdb5accd7a8ba96f4ba786ca08de41717b3  benchmarks/AnomalyDetectors/LocalOutlierFactorBench.php
sha256:a4954955313420c8e51be82187101f5db113f92c6f840381d33158cb502eab91  benchmarks/AnomalyDetectors/LodaBench.php
sha256:a884b992604c5fa0a09f489f9a97259e2c15ef1064219f8f010f66bdad604e4a  benchmarks/AnomalyDetectors/OneClassSVMBench.php
sha256:58dd51ec1acb36954d6165e40364d9cbd5e20f115c2a24168473c79fe25c0fca  benchmarks/AnomalyDetectors/RobustZScoreBench.php
                                                                         benchmarks/Classifiers/
sha256:81b3fcd59f7677d67c18c7c7b667f0dd39077147287b26270c1e966b39e227f8  benchmarks/Classifiers/AdaBoostBench.php
sha256:8994c9fb597d7e8987e8a7a2e02afa4a1ec383ea23f71488e8013a01e7ebc918  benchmarks/Classifiers/ClassificationTreeBench.php
sha256:3d597955cedc18842716e20558e855e548ee3b0de86737b4b2aa41fab7c5fa9c  benchmarks/Classifiers/ExtraTreeClassifierBench.php
sha256:4fecfef0e1e65769e13c5c0bba773a64046716a5221fa53e777c5547bb37125b  benchmarks/Classifiers/GaussianNBBench.php
sha256:87a2718ad80b6f0987e3bc632d36c100c12804a3f6245848b629d5401ca287fc  benchmarks/Classifiers/KDNeighborsBench.php
sha256:6a4a6332628ced9ec8b007fdf405ff4b603779bb57ab6bca51a96dc10a275526  benchmarks/Classifiers/KNearestNeighborsBench.php
sha256:bffee5e3b06f952fb42e148b633dff1705c83a00596e18bb8c8f148bc6a56878  benchmarks/Classifiers/LogisticRegressionBench.php
sha256:01e0e16c4716df6c81c48e0666695e4b78a668e6f50ccac7663cf0ef58168256  benchmarks/Classifiers/LogitBoostBench.php
sha256:a253a1e2558387f6e48bc29c6f9141e69a985d28f9308e1b7b4cdf2f95663732  benchmarks/Classifiers/MultilayerPerceptronBench.php
sha256:7b09a36d272d16a7e31cca0f3e7d36d838723f6c07dc631bd3417cb876b5ceef  benchmarks/Classifiers/NaiveBayesBench.php
sha256:0e7cfd64acf87bf3ef9226ac785797a16b019705fd7daca40e20b9835b117cf8  benchmarks/Classifiers/OneVsRestBench.php
sha256:a84d989f7e4863f122630624099da9176cebe1ed4023cc1f59390d98e82bc71b  benchmarks/Classifiers/RadiusNeighborsBench.php
sha256:fc0404b64c38b343e44b267d9484efaa1000e2be195a15b871cf158beac31911  benchmarks/Classifiers/RandomForestBench.php
sha256:13bd0b2ff4aff746bd39469ad734214195c5ed47c2025a038a887daf3294bbfa  benchmarks/Classifiers/SVCBench.php
sha256:f6737eee6f23a9748c0d29622e368719cae8c73ad2fda3d1f3e2abaf51287e80  benchmarks/Classifiers/SoftmaxClassifierBench.php
                                                                         benchmarks/Clusterers/
sha256:f1202da7e6eaa609643169336f7067d0b026a3b702db39a60b603c4b66a2f81c  benchmarks/Clusterers/DBSCANBench.php
sha256:a7388d30873f58b7994dca06fcc22c835157bef46496f04b93dfc6c378c293e8  benchmarks/Clusterers/FuzzyCMeansBench.php
sha256:73ca6e1319e42438ff7f100ca80085742e36d73dd2c66ac21726b972852a9846  benchmarks/Clusterers/GaussianMixtureBench.php
sha256:5b205be97412eff6651fe49d4270c89d592f3d29aad1de3e89d57109b22c10f5  benchmarks/Clusterers/KMeansBench.php
sha256:72afb9fbee91e83c71ed9e807d02fb734705bac4ba650d26776900e48652e437  benchmarks/Clusterers/MeanShiftBench.php
                                                                         benchmarks/Datasets/
sha256:4b2c5f3fcf85f8a4a8b82063bfedb56b6f7ff6157e1bb37d78ad33b6b7756284  benchmarks/Datasets/RandomizationBench.php
sha256:9cc63a4d575f778c26d0f27caacc474652b642b44c23255c27f4287e44b264a3  benchmarks/Datasets/SortingBench.php
sha256:7a045f050ce0c3d5d6a79af3e563931c1beefca316f7afe6ddfe6aac1eb3ebf9  benchmarks/Datasets/SplittingBench.php
                                                                         benchmarks/Graph/
                                                                         benchmarks/Graph/Trees/
sha256:7d26e6efafd724b61f4ef3856898fd42d898516b2abf520aa33247a3d15a2e53  benchmarks/Graph/Trees/BallTreeBench.php
sha256:531bcebe9d9ea67cd19cec26b9e119b3c00dd77324cbcd2a026c1044fb8eeb2a  benchmarks/Graph/Trees/KDTreeBench.php
sha256:9cd6404e9070d44e6d4e3ff9a836a720b2b57521cf9265da845a6a186d21bd40  benchmarks/Graph/Trees/VantageTreeBench.php
                                                                         benchmarks/Kernels/
                                                                         benchmarks/Kernels/Distance/
sha256:2573c445e395aefc037155fc56a7cb2d120e03bb028f5d76f05c7b73f2c79a36  benchmarks/Kernels/Distance/CanberraBench.php
sha256:423c7367e12d7149bc6d1cd39537f1c0dbba258f0ea0c3e1579eca8612d3f0e2  benchmarks/Kernels/Distance/CosineBench.php
sha256:89425fc35335fd1dbe15ce3b7d66bee685eb28e3ee1df6c82562277b7984531f  benchmarks/Kernels/Distance/DiagonalBench.php
sha256:110e0993f9e26c9ff9c0f47234af40c39723d156326f0523540ae9a88fcf0bca  benchmarks/Kernels/Distance/EuclideanBench.php
sha256:367284ee3fc347b966b1c3a2c3f9159bbf6eecc111f37c25a4fcf317a41435e6  benchmarks/Kernels/Distance/GowerBench.php
sha256:6d7f860f16359c31e416c54ccb231bdd25823b41fb22de34f779b28a454fa8b8  benchmarks/Kernels/Distance/JaccardBench.php
sha256:34199c0bff273960543301a007c2dedd8355349d12b2637b45ca52114d7684dd  benchmarks/Kernels/Distance/ManhattanBench.php
sha256:0f756d4b81c99047a9a185cac8dca92c76b79b9760f94ef36d720d1b50ae3f38  benchmarks/Kernels/Distance/MinkowskiBench.php
sha256:5c41f78a8614bba27fc43d89c48ee09c4098167a94f2ad6788343c61b6a73b39  benchmarks/Kernels/Distance/SafeEuclideanBench.php
sha256:000e1d83c0424247824fe958ac5d37cb90c62b69037fbeb15f8706365a3ea09b  benchmarks/Kernels/Distance/SparseCosineBench.php
                                                                         benchmarks/NeuralNet/
                                                                         benchmarks/NeuralNet/ActivationFunctions/
sha256:ba1cc299a35c8d89543091ef4168775b1c3f22ac83974daa221ab93b14226fba  benchmarks/NeuralNet/ActivationFunctions/ELUBench.php
sha256:c81ffd9e96152dd0720fd3caad8bfda9291e4b66ae65e2788e107f5512d54b9d  benchmarks/NeuralNet/ActivationFunctions/GELUBench.php
sha256:2aae4ba03be4c297378aa487af524395801afd84c7ec82dac3a1d3ee7154244d  benchmarks/NeuralNet/ActivationFunctions/HyperbolicTangentBench.php
sha256:01d1bfa4f069d98ac578dfbf3f77e5125d74d94ccb82a8be49a5aaa1d4f4225b  benchmarks/NeuralNet/ActivationFunctions/LeakyReLUBench.php
sha256:20fb3f51e9af4fdbabf1731575704a2738d600eba0fe7a18d7149fba7e6ee737  benchmarks/NeuralNet/ActivationFunctions/ReLUBench.php
sha256:a067761a85a3d28fb04c1306c1d34735f7d8ec249421f5fad2c188e2f3723b10  benchmarks/NeuralNet/ActivationFunctions/SELUBench.php
sha256:c896d26e200a760af92c87fb4485e1b1473362c90d6f4e90928c8d7d038eb965  benchmarks/NeuralNet/ActivationFunctions/SiLUBench.php
sha256:9e2ff6d2d830ae17d45dd9051f2ad8544cba201b35e9cdf8c14f99cb034b30ba  benchmarks/NeuralNet/ActivationFunctions/SigmoidBench.php
sha256:b62f26ff26ff57791fe35ee164afda740ab0dd05dd1c71e7d8b8d50e1bd7a327  benchmarks/NeuralNet/ActivationFunctions/SoftPlusBench.php
sha256:5e5896de427f75772e13efe74ba45f4fbfe32d595f201db0b132d8b873b7b687  benchmarks/NeuralNet/ActivationFunctions/SoftmaxBench.php
sha256:4d21478db0eacb84ddb3369b3df1a142a21ef255188de3b38c45479dee321887  benchmarks/NeuralNet/ActivationFunctions/SoftsignBench.php
sha256:5996b67e944339d87a23322cb365ad31a4328715fb1e6bb4da1cbe7f1a02e0b7  benchmarks/NeuralNet/ActivationFunctions/ThresholdedReLUBench.php
                                                                         benchmarks/Persisters/
                                                                         benchmarks/Persisters/Serializers/
sha256:69d5ea54d6892858c06ea939f6ec7a2da58dd26ed0a8a57e6aebbfdb29b0128a  benchmarks/Persisters/Serializers/GzipNativeBench.php
sha256:8fd974325d54bb852f7bac8d5f27b0e505bc4bbc5a83ac2673448fda5b772aa9  benchmarks/Persisters/Serializers/NativeBench.php
sha256:95e178252018ef2021c1c506de1029135e6ff79d3bf9569c3f5893c58784713d  benchmarks/Persisters/Serializers/RBXBench.php
                                                                         benchmarks/Regressors/
sha256:55d7345c552b4cd14acb076acbe97e7e509fba736702e9525668a7d11a23b3ff  benchmarks/Regressors/AdalineBench.php
sha256:8cf5b8c124550962ac5c07f7cffbd3384384a73d30fe2c874d4ad0cdc7ddbc69  benchmarks/Regressors/ExtraTreeRegressorBench.php
sha256:43f56a1698bd43ace8c779d24271e9a061140ac9dea5384a56f6f21be9b2a493  benchmarks/Regressors/GradientBoostBench.php
sha256:2ef8943d217c27a71271c8b6a5ddda822a857f9b3d846fe8b33d8fd89e104049  benchmarks/Regressors/KDNeighborsRegressorBench.php
sha256:866713fd1fad4f529f91f8597d9ca066ba43a4f875b5fddc11da2838950f53cc  benchmarks/Regressors/KNNRegressorBench.php
sha256:2bf7f7361a44f0634fb585cb4f98d00825b3c212c777d21656128e0f1b451d2d  benchmarks/Regressors/MLPRegressorBench.php
sha256:56ed6c8eeabe947d03dcc27420f94be8b70d671984fb6294bc9075b099eb22ec  benchmarks/Regressors/RadiusNeighborsRegressorBench.php
sha256:04519ce832fd67ea196ba2a622d94e33e70de545e09a5ee271689c4e4005eed5  benchmarks/Regressors/RegressionTreeBench.php
sha256:3675e697e62f8d58d3b07c7bcf1db4e270ce73d01cd2fbc394461b7c31fb17b0  benchmarks/Regressors/RidgeBench.php
sha256:274ccda7c496ed1ebd4a4e209628df4bc3f496f9f0aaf96c75e05630e82ec509  benchmarks/Regressors/SVRBench.php
                                                                         benchmarks/Tokenizers/
sha256:71c3750fb3b1b1f540156d7f57e54100d3bdf4115de454bf6bb8477766cc7ab9  benchmarks/Tokenizers/KSkipNGramBench.php
sha256:ecd9f8503fe6aa7309f953c8e11904b140092308cf21db900ffa4f3643996843  benchmarks/Tokenizers/NGramBench.php
sha256:b0d48026c0f97d56d366d2e88be4acedab2e31f5125fa0f4f3539045a34e9a83  benchmarks/Tokenizers/SentenceBench.php
sha256:875c32218b363aca1f4c3be0f34bfa34b427cf6e3532953619e936b0782d5e14  benchmarks/Tokenizers/WhitespaceBench.php
sha256:b8e77bc2a402b30a3b80f6e76291e817039decd6748f45768b4e931812636b8e  benchmarks/Tokenizers/WordBench.php
sha256:260996c5de2163aeab99a5648524fdb597034f2ba214aa111de20d5829950ca2  benchmarks/Tokenizers/WordStemmerBench.php
                                                                         benchmarks/Transformers/
sha256:95741945bad05a3e8355ce66d82c2df60257f7c5e73591073da9c6f32b02676f  benchmarks/Transformers/BM25TransformerBench.php
sha256:7f8e31ef44d2fed0c71f9c57dde45317d92aa4062d09bd253be5884c6ea7c467  benchmarks/Transformers/GaussianRandomProjectorBench.php
sha256:34b082c01ece3ff85f74a2391e16e71e956fb1eed1ce892df83b88e99dc97373  benchmarks/Transformers/ImageVectorizerBench.php
sha256:54c21eeb13ce981b03d79e19643ff2df6ad18bb1334396cd76cf7993d40cfd5c  benchmarks/Transformers/IntervalDiscretizerBench.php
sha256:dffb2e2f50d8e36f8ac306c28f837aa75a6a1a0a6aebb8b0e22af4359ffb1384  benchmarks/Transformers/L1NormalizerBench.php
sha256:f7d478c37a6bfe4084052229e336ba4bf2f29cab200ec455e8e913dc36b383c5  benchmarks/Transformers/L2NormalizerBench.php
sha256:f27c84b6d66448d4ebaa6427b6fcbc943fd1c93a472612e8f1b13ec2d5153011  benchmarks/Transformers/LinearDiscriminantAnalysisBench.php
sha256:bd4d49cdff18702211a5c6dd5be83365320b771c79628c2758cffc2823c7d375  benchmarks/Transformers/MaxAbsoluteScalerBench.php
sha256:1dfab3840e2ff7876469303a25d2f44b3310da589ffc9dce137209ad13dd9c3d  benchmarks/Transformers/MinMaxNormalizerBench.php
sha256:aa8836089081fe6c9b4c8a05e0a8136ba43e836455f350f9531d6bb019629dc8  benchmarks/Transformers/MultibyteTextNormalizerBench.php
sha256:c08b6a7033366f144971184fd39443313d477d490a123c676ac99caed9d35209  benchmarks/Transformers/NumericStringConverterBench.php
sha256:1f6d640b436495d3b973674e05aff2d74c93f61bcf7c3c89505c709c7f02ee35  benchmarks/Transformers/PolynomialExpanderBench.php
sha256:fcb9e563d01a269a72969418c84898595c1ee81eece51b0ce714fbdd962bdabd  benchmarks/Transformers/PrincipalComponentAnalysisBench.php
sha256:47a7ee46a9a454844a115c503e9e734558bc8503e3ee93f4648d7cad4d4838ad  benchmarks/Transformers/RobustStandardizerBench.php
sha256:e26f812222b72c87e9f42ec30da37a38b3d0db70ea2dfb66832a14dc40f07135  benchmarks/Transformers/SparseRandomProjectorBench.php
sha256:21e44dd42f89bed2840d57b6c5e7d28ac956e1416d956810288568e1392f227f  benchmarks/Transformers/StopWordFilterBench.php
sha256:e82dcfa403e3508f246cac8fcc0506100dc698aef66ef620e1d8db48623dc5e8  benchmarks/Transformers/TSNEBench.php
sha256:9bc79d7bb8121618c03932eed62a0df6ec9e5362cdcd3db9ac2180465a446d51  benchmarks/Transformers/TextNormalizerBench.php
sha256:89ff5f6c73923b73cdacd834aef2f2918acfe782a4b6460812a3239f83b6db9f  benchmarks/Transformers/TfIdfTransformerBench.php
sha256:e9cb6cbb915387a2e9f250d21f19d02218fd40f18959725085321ff3f924e471  benchmarks/Transformers/TokenHashingVectorizerBench.php
sha256:3e2b04f661963220d31316ef4eec553950a65112d680343e2391e46e68ff9393  benchmarks/Transformers/TruncatedSVDBench.php
sha256:6a7323b43dce1974d4f57401f988b72f86e2436ae1045ded7f1babce33b8e17e  benchmarks/Transformers/WordCountVectorizerBench.php
sha256:a23dfbbd55e452512e16c604819f7ed3d3b4d75026e918eca3028c3fad2359db  benchmarks/Transformers/ZScaleStandardizerBench.php
sha256:e7bcaf8326c94009cdb14c354d0055bc8079c3f17d38fcc42dc3f7ca6d1bab2e  composer.json
                                                                         docs/
                                                                         docs/anomaly-detectors/
sha256:eb98f4ad49a6d53edd8f5ff02c60e2f61957940625fc23253d68e4445c526ec3  docs/anomaly-detectors/gaussian-mle.md
sha256:86dce65c323bcdf69a4508130dc76e2b30b890cfb628addca36baa3eeb203414  docs/anomaly-detectors/isolation-forest.md
sha256:7bb3b196f4333f62a9a1083e34eb9ecc6d06b608661c40ea9352736641dadba9  docs/anomaly-detectors/local-outlier-factor.md
sha256:6c60244b625b318d1e82110ff22a3d65b844b6f1894c3c05be933f27d924bb68  docs/anomaly-detectors/loda.md
sha256:22eeafd6608b98e590eed3fda66fbb13ce9d7caced96b92f23c5bc3ccd54a7d2  docs/anomaly-detectors/one-class-svm.md
sha256:844da6943051a257a454cfdfefd27cddab35ae57ee8d6e0e5cdb048efb10400a  docs/anomaly-detectors/robust-z-score.md
                                                                         docs/backends/
sha256:829ce70bf2e119d36d824475773d2b21a01cc1be8fbc7d3db3f81496312deeb8  docs/backends/amp.md
sha256:7b2376d3a64186321253d30def9615504bf9acdf58aad945192e90cb79289ef2  docs/backends/serial.md
sha256:c43c05508d8c0a007c991cf1c6d1a67f2348013887dedbb88d1dc07f1136b21c  docs/basic-introduction.md
sha256:9dc0b8ad782e0bb119e4e266118e6702985c7c55c6d514b769a67efd735e4904  docs/bootstrap-aggregator.md
sha256:9e1fa7041e0c5610c76579b8faef4dcf0ab51fdec07e033e293de8d46b3c6703  docs/choosing-an-estimator.md
                                                                         docs/classifiers/
sha256:ad610e50264fa01baeb03f1e9d37c19ac04c36fc110d8402c6f14ac4c2bf4beb  docs/classifiers/adaboost.md
sha256:f5327db6d5229ab8290ef5b9ae80b72172acc34d10e48b4b749564a22d8769a8  docs/classifiers/classification-tree.md
sha256:87997af4ece02a1ff1326ee9aa19e292e4016cc6d4f2a639a935b1dfa8792064  docs/classifiers/extra-tree-classifier.md
sha256:ff53aa1ba4e63ea74b6ddd99bd9e50dc455a6f981610020a5ba11bbf70622d78  docs/classifiers/gaussian-naive-bayes.md
sha256:b1d37f072dd6188543790d595a0883a7ffc6d9b966b3683da4729212063effe4  docs/classifiers/k-nearest-neighbors.md
sha256:eed807a384a8f94052d134677029df57c092ff9e35cfc76faa8cbdbf2df9a6d3  docs/classifiers/kd-neighbors.md
sha256:887b7ff9157030313b0bce28acb077732b59bccbea143e6b66d1c361534d65e0  docs/classifiers/logistic-regression.md
sha256:80428aeaddcd6801d27c138768bcf680d1a9fab0d19e462ac3010ad0bb6b6d1a  docs/classifiers/logit-boost.md
sha256:2b7e08d57a3bdba3ad6c8606cf30985de8e3504e994c58fde165d024e7824210  docs/classifiers/multilayer-perceptron.md
sha256:eff493fbdecb99eeda4f29392b0c60cec845ca1abb4a0e6be1231b93d7160ddf  docs/classifiers/naive-bayes.md
sha256:b5caa9c83739238f438cef11207383c7112d84ede3716df6b24d2c3fdedc8515  docs/classifiers/one-vs-rest.md
sha256:daaa1b7b0aba75ddf9d9e63e72c9e73de1c5ee1c2b4d08c8c4775fafffbd0a40  docs/classifiers/radius-neighbors.md
sha256:b36746f013d3866c988501e5b5caf534855c8df6fd1cd767f4d992c960492d49  docs/classifiers/random-forest.md
sha256:80a82b34e54fcb918d8e90c46732cae43532e6c541000100c539c84619860391  docs/classifiers/softmax-classifier.md
sha256:45cad9a8b36fb485e70d83b0621bf847b7768c1bfd2f38a5fcddb956491baa16  docs/classifiers/svc.md
                                                                         docs/clusterers/
sha256:fafe3b1bfbee62e69d1dd1894577620c012cf99b76d5bf9c530647d33a1966ff  docs/clusterers/dbscan.md
sha256:28ae13d132db7dd4083fbee27ebb581b115fd34a3b9596ee2f77cceb62080393  docs/clusterers/fuzzy-c-means.md
sha256:e1df516b60f7ba1fbefe540d161f10a3053d205cb5f183cb07f700d3c40c2223  docs/clusterers/gaussian-mixture.md
sha256:aa74db115f3b31e2581cc8a6153e62a6aa575471b648a1b8ad7c95293978866d  docs/clusterers/k-means.md
sha256:1160eaaedb2f258ac3cddc47ec48eb8a10b98ffbb4e4310106e498a3c6f4474e  docs/clusterers/mean-shift.md
                                                                         docs/clusterers/seeders/
sha256:3620790634176664bea57b94ad8ed4ec0bcb380e2f867832acfbcf7bf5bf1eaf  docs/clusterers/seeders/k-mc2.md
sha256:edc2cbda9256a0be3ca1bba173a71c80e208cc6a9c182ae3d556ab21f4f6d506  docs/clusterers/seeders/plus-plus.md
sha256:4a902c0743188346c9ac4e209b615922715f756e4eed7dc0da50d698494e2c0b  docs/clusterers/seeders/preset.md
sha256:aad6ea2f8eaf3e0aae90ce7533e9e49f283e9eaee04dc23378408c885419d702  docs/clusterers/seeders/random.md
sha256:f3e438762c99c13e16e8121ed4cd26ed1853ce8923ab4e81f0fb033e6e7d5f88  docs/committee-machine.md
sha256:2dc22ce5985c37290bbaeebc662cbd69d6a4f6a0da2297b5c178259db92e780e  docs/cross-validation.md
                                                                         docs/cross-validation/
sha256:f8d93f8d8b4a3c5484f78f36563f7f03997392b493243576f620f9e863b9e0d4  docs/cross-validation/api.md
sha256:8950215756f10c04b8e85305b387ce9d8ba37d3e2dbf0253291cba715997a182  docs/cross-validation/hold-out.md
sha256:3d43f371daad27a040f59ffa068309c3c958982e501468856665f7d29a62255f  docs/cross-validation/k-fold.md
sha256:b1d3e017691238a2ba1daee6ab6fa1dcd0423e04e739717fff66cd71bc17c3fd  docs/cross-validation/leave-p-out.md
                                                                         docs/cross-validation/metrics/
sha256:48b0f4f243a2e9b59cd9f00c1b0ceac55ffc712518d7e5653f19358f9988dfe9  docs/cross-validation/metrics/accuracy.md
sha256:3e7831b466ee62f45a9571c26562f277a9f6186bf8e04f9d3f30e797ff5d1de2  docs/cross-validation/metrics/api.md
sha256:639328e73afb3abec6b525a3d45fdbfe253fbbd7b2607f9b3e0ec1636519fcfa  docs/cross-validation/metrics/brier-score.md
sha256:549a9b729feaabd1533ef7a549f7cbd0b100f8ae5dd4b68c08194074060e9dd0  docs/cross-validation/metrics/completeness.md
sha256:2d5e734f414c1a2bd2f53c2b293503ae0c2b6c693b246a115fffee2ea485f882  docs/cross-validation/metrics/f-beta.md
sha256:0b298e91266cdc6e564d3675652646d5014c18e25a28909c036e92bb08b5a1e6  docs/cross-validation/metrics/homogeneity.md
sha256:35fd925932a3d8417b38fda6b11fd19cc8ce18ec85a1cf36e33491a353bbba49  docs/cross-validation/metrics/informedness.md
sha256:f024e9b6dc88288392f6ad1a5e36fbb8d2b8aac66aa575a0400faeddad8609a8  docs/cross-validation/metrics/mcc.md
sha256:88de7a660adbde83b2ad795dee0009fbf523f277ebc7526b893064aea07c65e4  docs/cross-validation/metrics/mean-absolute-error.md
sha256:2ef2896414b9fa552e4cc45a12835059f4ffcdc53b9e297338f20ba55dfe6c72  docs/cross-validation/metrics/mean-squared-error.md
sha256:35a53debb1eaee4a37b2eda8880868776cc49e61849c8e8abd9403389a14b9b3  docs/cross-validation/metrics/median-absolute-error.md
sha256:66ab4ae950c3504b5b6260329e65e1cc0f56ee7d66f13c78bb608b7285a141e1  docs/cross-validation/metrics/probabilistic-accuracy.md
sha256:37741926e5abaf34a05a3157b3d88854fb6f750a525cbafc2744102025140a77  docs/cross-validation/metrics/r-squared.md
sha256:e0a7950937cd4e67c1f994583ef88734076b44dd02bc9ef48e687e97b8eb9556  docs/cross-validation/metrics/rand-index.md
sha256:9123b1738cdc8c4f47deccde5612a04b700208d7b76613e97b119e4d94b259f8  docs/cross-validation/metrics/rmse.md
sha256:39e037eca3ffee8835c9f89fb1746a8a814607673b81255155fcc14e869d68fc  docs/cross-validation/metrics/smape.md
sha256:6f7a6923ba701f77b404d66d705ca6b55adecb9acda0b35a6d6b5c9183c61b58  docs/cross-validation/metrics/top-k-accuracy.md
sha256:72a9542d7b0afc00afae22d1ccfc47b4439e9efa9cf460aa7363f9c2bb7fc060  docs/cross-validation/metrics/v-measure.md
sha256:35198f7169cacb88cc6aae83e6514bc5157f45a456b200977bbc13cf3f8eb47e  docs/cross-validation/monte-carlo.md
                                                                         docs/cross-validation/reports/
sha256:003d77b093b531271dba15baec14d5ac36756ddfa049b67e4365373596de5546  docs/cross-validation/reports/aggregate-report.md
sha256:132889aef8722d2e2a86af51d50619ad9949b2bbd070875bbe0039a54a503407  docs/cross-validation/reports/api.md
sha256:c17ddd17da4a1d488d1ea115813502e7ee0b21fb03f1434c3fdc655ab7289fae  docs/cross-validation/reports/confusion-matrix.md
sha256:b7a20a001d4d8707334af041f056769976da0e4128e139bf9521312ce049dd94  docs/cross-validation/reports/contingency-table.md
sha256:d654cb479887e961ee8d23036dd673a94fcbe5f053c45e7bc35a7b0b72c91071  docs/cross-validation/reports/error-analysis.md
sha256:306ed684b060bc48e37ac336a675fe3241e1ea6c9a79261c3e627bb0f6a25bdd  docs/cross-validation/reports/multiclass-breakdown.md
                                                                         docs/css/
sha256:c1195c0c9525f9ddb04394be5b22d3c67d7f09ffdd38a5c4fb35473e16352c3f  docs/css/custom.css
                                                                         docs/datasets/
sha256:6a0716e48a3cc1554903923eff7f60c621df830ec67a936813846167c196929c  docs/datasets/api.md
                                                                         docs/datasets/generators/
sha256:ae20c03ffdead38d3c508945ea0bb986d450486ddb1d7f707b6e478162d5bb12  docs/datasets/generators/agglomerate.md
sha256:48029413ee96e130ecef4be10c0e97cc5c9a1cbac7197a82f618ff25f30815e8  docs/datasets/generators/api.md
sha256:5639027b2b920806783f867ee256590cab98c4744156fef3ca219d4b418f57c6  docs/datasets/generators/blob.md
sha256:a663af7d6c64b48b75c128d6f96c38ba447a5e414cb7537056b17f832c2bb62a  docs/datasets/generators/circle.md
sha256:0a4795887f579de502e447d6f7b1b06fb3323b835484f044a6bb54e6e85aef75  docs/datasets/generators/half-moon.md
sha256:de9f76b1068783edba13461fd6d5d4a5696596e9843d059c08ef85c07d902fd4  docs/datasets/generators/hyperplane.md
sha256:a026789b78614f614bbb9a8b2714e3c951948aac3d3bf77f1b5d0e47510dbde8  docs/datasets/generators/swiss-roll.md
sha256:ab892e651e0e360514a6e1adb0c53a6d476a3f9c0c352c86afe8a156f6e81ed9  docs/datasets/labeled.md
sha256:356d4606acda84c0b9701f07ac61b22d4b77eb4ec764c9b3e739a71c7cd715fe  docs/datasets/unlabeled.md
sha256:06c4fffc4587f5c685d0ce3983740828fa3c3ca69418154e817897f464944c0c  docs/estimator.md
sha256:d3f5d06d120b76c44f4e884b2f6e61a9fefac779efa2b17e9097dca248ff64c9  docs/exploring-data.md
sha256:a99e0a3aaca5bcdb3863dd7f24dc73c480a51765ee1ba6dcdebffa581446ac90  docs/extracting-data.md
                                                                         docs/extractors/
sha256:9f90244f6b3369bb59f202582ae29019a06db9015776773e1da82aa7b6fb2e8f  docs/extractors/api.md
sha256:d71b3805b17b99dffcdb14881534f8ee1b550a370cffd5945294ca113417f652  docs/extractors/column-filter.md
sha256:38a932a120610f54f1ce992f8c5c2094713caa3faa88809a8ff87b3d957971c8  docs/extractors/column-picker.md
sha256:893fdfdbc2921675cbed287340def2c8e3eb33eec16abb32c33c64ea7ba33d1d  docs/extractors/concatenator.md
sha256:51d812f046c791e059613e0ca7443e8a06dd9abedfcac14228fa657610059d08  docs/extractors/csv.md
sha256:15e7f757d384d6d488af9e362816997e985b8753fb8712b56f9218dd3f43adbe  docs/extractors/deduplicator.md
sha256:46e648ff82f4c4a346d23f655a446518b99758a449c13e60b19d40da2c54f58a  docs/extractors/ndjson.md
sha256:2d33249899920bec414f27cfc8b03915667796a3c541e6eae885f82f0a14f720  docs/extractors/sql-table.md
sha256:c9ac7c699a70e3a2ac960b0e6bc800237ec191e1a6cccf4b52bfd45e186db2f2  docs/faq.md
                                                                         docs/graph/
                                                                         docs/graph/trees/
sha256:4be067d05aa72290d49660f7b9a7bffced794319c75be8412dad9057ed9cdccb  docs/graph/trees/ball-tree.md
sha256:6fdf4777fab07f80c2cf9e7841f9624dcdb07f802cb62bdee67cb2c9fb31697f  docs/graph/trees/k-d-tree.md
sha256:bbc534a59de4d12353474836a449731775cef6b1be3e090c90c9236611e73012  docs/graph/trees/vantage-tree.md
sha256:afbfff38c9c4cfc392bcdf8a4b109845b186dbc2575fd772c50b9e06ebd27302  docs/grid-search.md
                                                                         docs/helpers/
sha256:3ae3e1bb87ac48236e570d0ac0214b1f8b20a79a0b9d6e0a69692c81f6344789  docs/helpers/params.md
sha256:028fb747c892fde2416e8d9023ab6bc00a73df2fbbf597bae247f58ce56010d8  docs/hyper-parameter-tuning.md
                                                                         docs/images/
sha256:9e331f70c1fc5274254671e875b73224008d443bc9b6d173031ccc06f1cae2fd  docs/images/app-icon-apple-touch.png
sha256:63a1803cc523f2da584fa3f798ae51895d19736f239a1b904c8b0a8f101c2412  docs/images/app-icon-large.png
sha256:5e692ff7c6f7df69d17f36b15bfa1a3e2fe1aa45648fbaf240b68a6682da64d0  docs/images/app-icon-medium.png
sha256:809fa18407036ad7003acb3e80ee07e70fd38892d8e87aa6889a11dad21c6774  docs/images/app-icon-small.png
sha256:a5dc7aceebd6df8845131cf5d6f82e24dc35da45e998879dbeb7f3b7c31dd687  docs/images/half-moon-scatterplot.png
sha256:2731a3ae7093ec99e80cc941e61f2a3c1fe87d29f025152cf16bb91fac8c059a  docs/images/housing-dataset-1d-histogram.png
sha256:e859243bd5b212030e1a7571cb9070c68eea7048661b0838e76aa29a161a90f6  docs/images/iris-dataset-2d-scatterplot.png
sha256:581cc8958cbb59fb37adb71a49fd8749c1706457b33a0a78c7407edf4f5ab243  docs/images/iris-dataset-t-sne-embedding.png
sha256:c1e68c02182e70626136537512d87ac424b054d437368f31ef31947fe293888f  docs/images/iris-dataset-truncated-svd-embedding.png
sha256:ff578dcddfcce8f83cdd1d26ac3ec647abc5f2c33ec966e7ed538d9e6c573893  docs/images/neural-network-graph.png
sha256:c1b5453147ad9f5e67e31c119a510fb79a9c7e5e12ab634a381669f90394bb22  docs/index.md
sha256:c93d30653c392d0c2285307cf0521b8952e1f72bcc73fc6c9ee8be8e2cee3f48  docs/inference.md
sha256:85388127809e65d1338e59064f0472a4eb5c89625596526188acf978bcb11474  docs/installation.md
                                                                         docs/js/
sha256:faea9a893e4e106d2cafbfc42df93ec8219720f4f6aa5830e5b173505e55145b  docs/js/custom.js
                                                                         docs/kernels/
                                                                         docs/kernels/distance/
sha256:7d2dbacdd23db59fed21018504220c96c5254ff0080ba93f0cd5def751f17508  docs/kernels/distance/canberra.md
sha256:d7426c340e2ecc18cd9528409cf2caa712bef2fc52448421f85d33c72c2b3642  docs/kernels/distance/cosine.md
sha256:125b0c81bec4a68add87b43a24d40f1e359972192b766c197f5e2a73634c7ec7  docs/kernels/distance/diagonal.md
sha256:cf86a8d407a92223386997c7519f0a21240cfe40d3b3d8ce41611da2510b1193  docs/kernels/distance/euclidean.md
sha256:8bcff28077972b4269b9d7a103d07505e8e3fc7477613cc642b29315bb4b56f0  docs/kernels/distance/gower.md
sha256:4bf14b9900b0eb990e151aa21852497e8bbc049642157871da5f8c02d519f163  docs/kernels/distance/hamming.md
sha256:131182e9bdd2d34f4c2f7c597d83e037a2c76ef704022a478af4108ca398aa15  docs/kernels/distance/jaccard.md
sha256:8fe1096e7849c1df819b38b876d4166ef2114e974a33f5bedf19c03ae80b43ea  docs/kernels/distance/manhattan.md
sha256:95241743b86b7f4852a62a49c598cb3e920a16674a1ac3251d78a611431163e3  docs/kernels/distance/minkowski.md
sha256:9dc24d4bd70febb77728a2fc6a420dc42e87852f357032f41fe4421aacc57c34  docs/kernels/distance/safe-euclidean.md
sha256:a09b618d62a1845cfbbbe05d32ba2583bb6eae35db7a1bf4cddc68ad82c0bb71  docs/kernels/distance/sparse-cosine.md
                                                                         docs/kernels/svm/
sha256:dd47818ba227f25bed6accc7482f39a5c9f62c781609aef230bf56d679f04689  docs/kernels/svm/linear.md
sha256:5c833206e3368e9076bbcb028d1a7d8ad429dd55ad2320f766877752b5a56078  docs/kernels/svm/polynomial.md
sha256:38acc5d860fe8a00cfbde900c598a27130d974bd49b0f4dec008707b1afa3dfb  docs/kernels/svm/rbf.md
sha256:18db6ac71bee843b3246920c0e47336d84784e990745560ed740318b11a31fdc  docs/kernels/svm/sigmoidal.md
sha256:02b4b38e2aa81f065068770aa1dc185fb85d0712560947246896862f0fdd4c1e  docs/learner.md
                                                                         docs/loggers/
sha256:8ea76f4316875c446d5167972fe71fddd37c03a2481cebcb41e54a21750b0c34  docs/loggers/screen.md
sha256:bf37c812bd02a88bc2cf15ec5e532adbc3b65d028f44b52b4b2d720ca2aa5688  docs/model-ensembles.md
sha256:cbd72efebfdde021ab5985ee8acbd1a4342aa1d1958ede91d585fca133c11fa6  docs/model-persistence.md
                                                                         docs/neural-network/
                                                                         docs/neural-network/activation-functions/
sha256:6cfa71c6b1be2f848bd33b77f054615e7bef94482702290a4a6f60af26dc3776  docs/neural-network/activation-functions/elu.md
sha256:f4f2e31bb974042235c6d488f0c66914a4ad68b211f17f5d7fb7633c58cf53c0  docs/neural-network/activation-functions/gelu.md
sha256:46b68cb445db04b2318016e8d9e33ac8599e2a31b86ff007f3994471140dcf11  docs/neural-network/activation-functions/hyperbolic-tangent.md
sha256:d9638e7131a79ac3c2da9e2dd133660082b17a02920f6ab3598a954ad529ffa6  docs/neural-network/activation-functions/leaky-relu.md
sha256:db49a264d7e42bd2cb7fb91efe439bc71d36763d78593e49d0f4952cd22949fb  docs/neural-network/activation-functions/relu.md
sha256:def82d65473f8931ba5775020646808f4e8ed544135e5ed93b64b80a5501c5df  docs/neural-network/activation-functions/selu.md
sha256:bd0b85c570defdc31346727023bf564599a8c393318c0f2533f06e0a4dcac63b  docs/neural-network/activation-functions/sigmoid.md
sha256:f45d64cdc833b698a2b3f3366d14063646c6757d9200af51987ce27d1a07cfb5  docs/neural-network/activation-functions/silu.md
sha256:f5ce222d3e7ba7f8a8ac485498c21be71fd62b2adb796135c3adb16f869e0681  docs/neural-network/activation-functions/soft-plus.md
sha256:32c959a1d1b3d6791d768b25553023d6c5fbab906e46369a77f2a44c147628cd  docs/neural-network/activation-functions/softmax.md
sha256:c4bbe2b33a27c870d4811d63279034a1cf61ad2d0e43805125796732b9ae62b0  docs/neural-network/activation-functions/softsign.md
sha256:d7e048b515f9dce045bee54c532c542468c888932e8fdecefcd8c44e867a5fc8  docs/neural-network/activation-functions/thresholded-relu.md
                                                                         docs/neural-network/cost-functions/
sha256:c02582cefa20a1ea1c6deb24f1003b27fed3556ac2e230ac7db00cffbae45598  docs/neural-network/cost-functions/cross-entropy.md
sha256:2b48512f9686ec193b97bdad5f3dbdfa6f0773ab3442eaffb41c4b0d822be330  docs/neural-network/cost-functions/huber-loss.md
sha256:6b12f23068b2ee31c2a87cf64a34bee95f13abd428c9827f617463ca33733c8d  docs/neural-network/cost-functions/least-squares.md
sha256:ccf538d5d0b288ac06106dd41d0419251aec182dbdf5fb69b50dc5befa47e76d  docs/neural-network/cost-functions/relative-entropy.md
                                                                         docs/neural-network/hidden-layers/
sha256:ebd05d8a41dabc06ab5a892754bc8d88d43d2109228c878bbacd940853c97652  docs/neural-network/hidden-layers/activation.md
sha256:9d62ea917cc98f9b5e4474ca9ee299b8780c4a3e4b8e651e7e1d1e764db2b3c1  docs/neural-network/hidden-layers/batch-norm.md
sha256:d838f3cbf2ba42878e95973ad59ff64c38fca82ee124120800ea1438d93b80c9  docs/neural-network/hidden-layers/dense.md
sha256:750bec09efddca0537255a4ae209dbf824fc09349ea9d2de6e6596b57d24aaf6  docs/neural-network/hidden-layers/dropout.md
sha256:fb106b8249594d749511e0eeea837b3fd31f9097e165fa6d938b982ef74d17b3  docs/neural-network/hidden-layers/noise.md
sha256:de7402d0dbcbe338f6071f419c671f3aaa685807145647d3a5a4cd09f11167d6  docs/neural-network/hidden-layers/prelu.md
sha256:a16282d9e35d4341b11d2acb0e5b1658367d85df1118df0821f252e759df5f72  docs/neural-network/hidden-layers/swish.md
                                                                         docs/neural-network/initializers/
sha256:851f470d306d4605ad17251bd214ffd545903524b3641a6d77c9b40249d2a6e2  docs/neural-network/initializers/constant.md
sha256:68203132c43abdd62b37b843b9079560f785f837c26239fa7d37ce96fa0b0d5a  docs/neural-network/initializers/he.md
sha256:2f11a8f43d4ee9fe76bf7b7b35f82103facb951b998c84627b0180c6b04481d5  docs/neural-network/initializers/lecun.md
sha256:2e497f48aa8a1dfc7bbfdfec064c5fdc722cdf15562138b3760849ab2041226e  docs/neural-network/initializers/normal.md
sha256:42427ee096aa61c8f4e097cb35fa16b16d2304bb7e465691c06c77da12f8ea06  docs/neural-network/initializers/uniform.md
sha256:207b077a9a965564a25530fb1cbbd636c1f9e8497afa538b1a0c2015676c3ad9  docs/neural-network/initializers/xavier-1.md
sha256:09043868f4d9bd261c9f23a7e400dc9a730d7ea2fa4e770e06fa643274cd97fd  docs/neural-network/initializers/xavier-2.md
                                                                         docs/neural-network/optimizers/
sha256:db8b1ee57422f79caa11a91a768df7f5ac9d890bd49eacb4e9f9c8330e0e44bd  docs/neural-network/optimizers/adagrad.md
sha256:d80f02b1f99f3f1f9807d593a9052d2d5d12f2e2d875a9af82e2a426293b9049  docs/neural-network/optimizers/adam.md
sha256:073581f416684c34d71b14c1c771ca506af16f56983fcf106bc1a9040f15a959  docs/neural-network/optimizers/adamax.md
sha256:d0371a77e9c0ce45c6929aa06dde8a1905e91477511778fbbbb9de6542786dbf  docs/neural-network/optimizers/cyclical.md
sha256:bfef6d1bc300a6c20abec685db96ea17c52b4dd865dee30d49f5a01f7709f67d  docs/neural-network/optimizers/momentum.md
sha256:6876b2aef3a732a09982984af1259c5944ce9bba4b9b15f74c48fd068be5379f  docs/neural-network/optimizers/rms-prop.md
sha256:7f98fcfb54f8dd57da698e90bb4245116ed9e085179f821c15cc077d4cf68c44  docs/neural-network/optimizers/step-decay.md
sha256:3ff8ac7c164a67ca717af74033c1b3c7a7ebcec150f23a0ec0a5a13ced2879ba  docs/neural-network/optimizers/stochastic.md
sha256:26788d6dda29aaec87d2b01343b27fd3125b395d2edc3eb9b596a56d8c490c1e  docs/online.md
sha256:1bd4b244cd67e895abba35cf29b70ef9d8f77af91b61408f215f8a8a052b235c  docs/parallel.md
sha256:f38fb5bdd6d71cf326d39e44ae0629e4406ccec9d13ab4b5aab74392dc7fe308  docs/persistable.md
sha256:0c98cd5c92da7fb567240b078379e5d3573854c49a91a25306f22c966053625c  docs/persistent-model.md
                                                                         docs/persisters/
sha256:d0e773928f1b9a4f7425ffb7564f8a0993581ed1771b3af65ce43fa7dc0f0635  docs/persisters/api.md
sha256:c20b096a11fd942bf123246dbdfec575851381b5a9163e971c092ae7e53b04d4  docs/persisters/filesystem.md
sha256:5b2032d07bf941fd1c71ea9cdba542a3767511d346f80550ab555c9d86b85a21  docs/pipeline.md
sha256:49fe6e0e30706538e8369781f5bdf6746281d0be727478c213caa454d07f3286  docs/preprocessing.md
sha256:b74a271bc6240567076eed96bdb3ff57cee1003d33f6fa57c95dc74fa58fd5a7  docs/probabilistic.md
sha256:f4e6dd5c94f426650f36668458a2ea1e4ea11a1c7c1d640829865f0589d5fdf2  docs/ranks-features.md
                                                                         docs/regressors/
sha256:fda1df8db8d22b65042579ce765ab81b5e4320fa2362d4f84688219a08251ad0  docs/regressors/adaline.md
sha256:e2ad33fc4ea09ca589472140f0a1b21243721dc8e2778fa39452c596b080f51b  docs/regressors/extra-tree-regressor.md
sha256:1a1f9e048e41aea5e5e5164213d7715d1f8f987e324bd2e985ce14a7da0b8f9b  docs/regressors/gradient-boost.md
sha256:2321cccbd91df3060c4b9dd78eade067e60ed6829cf95e450bf835a1502a9a51  docs/regressors/kd-neighbors-regressor.md
sha256:c7f88d3af829aeccc4b00223384b972d68ac7a8c7a79f863ba70214fa4c0695e  docs/regressors/knn-regressor.md
sha256:68f6e4177bade6aeb7b6330918b35ee0e09248a81da7bf3c6d57179999a8c1e9  docs/regressors/mlp-regressor.md
sha256:d2f7283908aceab7e613b0cc56728236d5a83372f2533b50b3a9d7f46f5d4ce5  docs/regressors/radius-neighbors-regressor.md
sha256:2fed1c642d5591f561f262942645341d4070e1ae1a1434ab628b8535afb997d2  docs/regressors/regression-tree.md
sha256:f1ffc3630bf08d1553103097fd005f60fc94045fd5150cf51b84d8c42c5699e3  docs/regressors/ridge.md
sha256:58193bffd254fc89f36131ca58001f9e65d83a1bb0a1a48bdb3fd0230b5e5319  docs/regressors/svr.md
sha256:face4cbc6867774ef9a6b6fd29b97a7e96782afa39f7292f32c7b200bbd4f70c  docs/representing-your-data.md
sha256:d461c5b68c88f6b0b99292c9cf5926f3340537893b9f03ef71238a4cc780c942  docs/scoring.md
                                                                         docs/serializers/
sha256:35e3a1439163b12c10fb8c9c04b0bfafe6c768f50a2df1af9c6cd995206f35e3  docs/serializers/api.md
sha256:68db9ce78297d1baa12298cc54114c9b4b96314df012ec4987061e2e2850ec85  docs/serializers/gzip-native.md
sha256:1a3aed17209366e825b69d68b9dcc2b08c373504f540e34499ccde2e9620dc8c  docs/serializers/native.md
sha256:84cb5e6184cfd3a4c5980922fd3c16ede943e6c5dfc505790acb2f8690aba53c  docs/serializers/rbx.md
                                                                         docs/strategies/
sha256:ee2e0fac006b988cd142cc6d01a56b6855ccd212732c64dac8760f4e6b937b34  docs/strategies/constant.md
sha256:ca92ab6e59401358fe39bd628cd6a56a8d840affd5ea2e73837050f6984716c4  docs/strategies/k-most-frequent.md
sha256:62e1f3c4ee03b1667adaadc9186cbe4c9c9b02b27ab0f9c83f1b3d9f615c19d1  docs/strategies/mean.md
sha256:7dea17e1929c01db3e2cde9aea726befbc3b775f727d4a26f96ed81d328cc6ae  docs/strategies/percentile.md
sha256:c2fa8062718cd2d715e010f784502a4e90cdbc89f107acb22f8743098e255ed2  docs/strategies/prior.md
sha256:d0d74d2b2c34b27e0faf65be960d487931ca9d05f2126c8b5ce8056da45c9f1c  docs/strategies/wild-guess.md
                                                                         docs/tokenizers/
sha256:68024d13dcc8f31de3c2e4443e38f61e50b2cf12cdd6f3c0b0680b3878ad4d82  docs/tokenizers/k-skip-n-gram.md
sha256:11044c1d02a79b6a908a368fb87a97144b7a60bd86364560ad11a2c24233a65a  docs/tokenizers/n-gram.md
sha256:49adbd5b4394d577e2a7b7a6cac42b47f1ba973d14da658c083d059c8e8f8a40  docs/tokenizers/sentence.md
sha256:f336373859a233b0c5cb797e4d4a34b5c44fec9bc952d662344a099035ef32d7  docs/tokenizers/whitespace.md
sha256:9471129b3ba78af1122b07d2ecb4c3a3df04b67b77fcde9e84af8ed761c3534a  docs/tokenizers/word-stemmer.md
sha256:e38f115ed8a49ed299e794315314454cf01dda264d4da912d3586ce40a0ecb0f  docs/tokenizers/word.md
sha256:45cb2000b58afb4621212d7fc6ace8c1fff9fd1b6abaf5f970c95c7efc21a72c  docs/training.md
                                                                         docs/transformers/
sha256:9aff0029d5b6a08f5a55436f0e89ff710ce0eccb6b122bf2795f0f55f61f0c26  docs/transformers/api.md
sha256:560fd5a4627ebb11fb42f25f6435b0c764773d4d794c0ec3d303b606b7d6c1cd  docs/transformers/bm25-transformer.md
sha256:1d87b7efa08585c5b9fe267a1eaab13a289b463b0a05459e6b4173f261d577f2  docs/transformers/boolean-converter.md
sha256:b82788bf59fba526ce9ee4f869e6129b0abb80f51f8777a2796caff2dde3adda  docs/transformers/gaussian-random-projector.md
sha256:e97de2ad3cd0ab828b3992c6d5565343d7753be2859497a9482671a187467e25  docs/transformers/hot-deck-imputer.md
sha256:967a14d6d7e9f8a8ba07a7e59a22ddfa88d82dac675f52d1bd141e41d0e55f35  docs/transformers/image-resizer.md
sha256:1ffc1cdc4996bb10c4dfa80668e27501b33ebb6273479c5a660acc8978ad8232  docs/transformers/image-rotator.md
sha256:c9ceff0c56dd4df4d6803f799bfdcc12210104a0d7688a3fb1188d81c62bba7a  docs/transformers/image-vectorizer.md
sha256:81c31568ce5aa3c0dc88c2e37d90f4b3b7ba14f59e136a936abb4eb972670690  docs/transformers/interval-discretizer.md
sha256:97b28badf33085e736337cdb249a3c8ffbe3a8e20a9979e9f330677b5e82fbc6  docs/transformers/knn-imputer.md
sha256:824936d4a3205138cd2a3588d04165a80d7369db4985d4741f09492db2a559fe  docs/transformers/l1-normalizer.md
sha256:277b959b475ff6a519e39e9ba495103d7fdcb085f9df1b079ce29dee754d24ec  docs/transformers/l2-normalizer.md
sha256:3c006dfa315654ad300a1248fcb27a264e36b3f0f6228ba3e25e16cd009b7dfe  docs/transformers/lambda-function.md
sha256:a18e5795f6624543c2973ed39048510621b2562a27d79ed771f1032c91341949  docs/transformers/linear-discriminant-analysis.md
sha256:c5948959ed57a27b6530dfb047864a7961b12e08411baa0012512d071f63d1b0  docs/transformers/max-absolute-scaler.md
sha256:8f5b4eff2b0c322b2e1d1b31a504001ad767de0be176f30753e1e0146670cd9b  docs/transformers/min-max-normalizer.md
sha256:ec3a35ce1f3b376dd1271b669a0d69cf218e1463862eaa7cbfc81a1e59107126  docs/transformers/missing-data-imputer.md
sha256:28599c017fba92499eb0a5521267804983f87a1b1e6abc9828fa6f2c50f10a05  docs/transformers/multibyte-text-normalizer.md
sha256:3e8150532a74e37dea0c923e3f9c51c295a26b62ab083e43ad4df473e1a83050  docs/transformers/numeric-string-converter.md
sha256:fb851a45c14823ac044de1d78a0f70ee9b74e6ea160a72ec2e408b993030058c  docs/transformers/one-hot-encoder.md
sha256:584d9c3c651de08f0b158f38f12b2d152709de63771af155d4a5c613b7254ba8  docs/transformers/polynomial-expander.md
sha256:0ba2a8ccf7c02ed67272450423e3d9cb3c6d2480d6cd5110ee5e487e4a4aabc5  docs/transformers/principal-component-analysis.md
sha256:19a61b81baa51685aaf1843adf3df6564147ebc27e1115b639a32b118ed8b892  docs/transformers/regex-filter.md
sha256:766c2312b35c96f38d2091021f7ed5df1b72cdee186b62153ee4137fba05f08e  docs/transformers/robust-standardizer.md
sha256:adb4581aecbae99974580238b432fa3a415a56ade3a2790f41498bd32333f49f  docs/transformers/sparse-random-projector.md
sha256:100747674c5fb53d72a15437def5aed5d0dcd1f90e5c3a410afe1ffbc1a5c804  docs/transformers/stop-word-filter.md
sha256:11ff23ffd56934cecf3beace983f23ef9992b157626068d5ae807d670e109baf  docs/transformers/t-sne.md
sha256:4a7ada5d4cd4d55f18a251b2888e1733c64129cec05ad0d66c3cff5e383aacf5  docs/transformers/text-normalizer.md
sha256:e763501e41d9f44df1f6a862716e5348b6cb1b9f7b1f16305c2f7caf8daf1e6c  docs/transformers/tf-idf-transformer.md
sha256:8c4f5655ab088143aadcf8d4ee4664bb3ce049128211fd30b56c6cb6f0f8c8c2  docs/transformers/token-hashing-vectorizer.md
sha256:419c9a8f1f62816e2f0e0cb3622b6f53386522da4022239609885b8baac98694  docs/transformers/truncated-svd.md
sha256:61580ab7b36118876256c75e3c605dbcf43e70a5fd6b9f35899e2f2862445554  docs/transformers/word-count-vectorizer.md
sha256:b259156d715529ece2900255c04c4f27449fb952dab956a1c1a42764f0e63b2f  docs/transformers/z-scale-standardizer.md
sha256:d04929a851c6c15650bbbf09ef9f20b40a5b7d3ff171334995555f63bb3e6cc9  docs/verbose.md
sha256:e74b102cbc6e218fdf9ca9a40f8ed7205d678dc7770d6b03db3c5712768bdb65  docs/what-is-machine-learning.md
sha256:66f0cdae16cc8e3560fd6b466c9e3db00cbccdd2bd82010acdf0f918fa42a291  mkdocs.yml
sha256:d712648fdb2891840cbc0d4162c2a0ebed26b57f8f5bf6a490edb42afa5d5dbe  phpbench.json.dist
sha256:a79c4c3571be7616c5b13608e614cdf989a82d8104c54c48179b1747d0a4e36d  phpstan.neon
sha256:be01a2c7c4fee2819520ddb4e7ab3efdb457b8b1afd39cabc3ae868f6aa0346a  phpunit.xml
                                                                         src/
                                                                         src/AnomalyDetectors/
sha256:09329a1eacac1ddfb7f35942a58f5c8b77d612b9fe0a6a25d8eac4cf3f4cbc4f  src/AnomalyDetectors/GaussianMLE.php
sha256:2ce516bf8353141e0aebd9d49c23e74cf0a14ee7b7f0acb84f5e23575902df56  src/AnomalyDetectors/IsolationForest.php
sha256:12a0b4783f2c018f59cb0cd356ee37ed7ac962bd374db60d98228c7fa9ba694f  src/AnomalyDetectors/LocalOutlierFactor.php
sha256:2f1d513c9ed71479a1800b2e8f196f3b79a66bad4fc1eea59683f3407f75b9fd  src/AnomalyDetectors/Loda.php
sha256:dc4ad2e5ab02af0c259750d05b43394f3a69a99b350e7451638e7ca056e552d2  src/AnomalyDetectors/OneClassSVM.php
sha256:30eabd2d99a1f4afd9ac217ae24c338aee13a6d4da72531bfcb47d2015fa5abc  src/AnomalyDetectors/RobustZScore.php
sha256:cf7905a05d170fc55b00664d22ffe5d69485be85d5f2d82976273f39afaffb00  src/AnomalyDetectors/Scoring.php
                                                                         src/Backends/
sha256:aaf0cfd2b5ba34742f164f51cacdcd39a65b70d87c4756d4e3fcd2b37510440d  src/Backends/Amp.php
sha256:fa9ad79999b2c102d12b72200b2f75235d9c429e5b5b2dc2e5ea68f3168e919f  src/Backends/Backend.php
sha256:015c93a7e99a3d891ab9d674215cf5ba5128585c04efd12c53e6712a7f30c510  src/Backends/Serial.php
                                                                         src/Backends/Tasks/
sha256:bcd9724fc4ccb67651210c0bc90ccc20bc736afe9a206741d6e1a31a817ae38e  src/Backends/Tasks/CrossValidate.php
sha256:d3b0d52b31e2232b13a83a02fbe4ac4ccee7d68533086eacde9a5b7fa521c64a  src/Backends/Tasks/Predict.php
sha256:f9301f83cf556336d5b89258a9c3f8cf9afdec28119ce26196ec8cc5f45c6dd7  src/Backends/Tasks/Proba.php
sha256:c9e014fa505b46deac607cae493232279b53ad514148e8e3a1d85da8fd410bfb  src/Backends/Tasks/Task.php
sha256:b578f2ec020f7ea520ddfdf2b3655a7d6072e6a541f1505586ace92a1fa0bf34  src/Backends/Tasks/TrainAndValidate.php
sha256:4288c185b2d7460fa654007b134c6d419816d5ace7f7e38d39995b4d1c1c9901  src/Backends/Tasks/TrainLearner.php
sha256:79a7b5c2141ae899860dad768ced88ae29260607379c7093e195917a86a890ef  src/BootstrapAggregator.php
                                                                         src/Classifiers/
sha256:cbc0a9f7d3e533ebeb149fa92047a659e7b7b530297a7f688e09668911026791  src/Classifiers/AdaBoost.php
sha256:0fec5116f07872dd96e7b9a4a2e564328b9d23db7a729679ea7bfa7fe06d5b5f  src/Classifiers/ClassificationTree.php
sha256:3cb07b11a1e2c47937894a5a3f1947ddc8c7ef9c3e9af1f9c9e47042bd0526ca  src/Classifiers/ExtraTreeClassifier.php
sha256:a0ad157891d4336864d463584a4d465d4febe06f0929767dc7e4a54369e4bc4f  src/Classifiers/GaussianNB.php
sha256:45884f41ceffeeda846dac42cd6729d47d047858787c70df9c23339a04fac49e  src/Classifiers/KDNeighbors.php
sha256:c28781927d81e7a02f44d67011fdacbb731ba8a5d6e2e4070e5bdf0856510a2e  src/Classifiers/KNearestNeighbors.php
sha256:78351bcdccc7a3da5059a7b6afaae696e97b68a3bbc8bf13f3505233cec58f92  src/Classifiers/LogisticRegression.php
sha256:d4e4736c208ae6b131c9ddb2117143b82b01473c8623c48bc5a3528a67a8aa85  src/Classifiers/LogitBoost.php
sha256:f5f438041a3f35d0e8303a0928c54f75ff0ec0aaca01a9ff62551326b8e19577  src/Classifiers/MultilayerPerceptron.php
sha256:156ed63434782ef5d72fbbc845b44a1cf2f4aaaa0c9d9d5cbeac8e7244b9b664  src/Classifiers/NaiveBayes.php
sha256:98cd9d495937b62f81d7b7697120bcce4740026b57e72ceb57c0964a5d089b3a  src/Classifiers/OneVsRest.php
sha256:d6e6556a59d825aaeebf844c0136cf8d9af364a78d29c530c7fec04859b7a19d  src/Classifiers/RadiusNeighbors.php
sha256:7ddb01f25e9c870dca2644669a676985d1b3f831d9ff638738c0e9d919987767  src/Classifiers/RandomForest.php
sha256:2f74901451d4a3af89787016471a5cd63f2059ef4489439fa2d576a9cb81c908  src/Classifiers/SVC.php
sha256:385da46bff0e755cf7bba28de452a3d6b8b3045f831f68a6127d67e22ec7d6bb  src/Classifiers/SoftmaxClassifier.php
                                                                         src/Clusterers/
sha256:c20f49fa944c116766858742cde7273dad467990e8a254edf0d87aea8a5eae44  src/Clusterers/DBSCAN.php
sha256:b9968aa09072cdd091ee79c527c7480b062b82d0deecffac4010aba5e0de9a64  src/Clusterers/FuzzyCMeans.php
sha256:f287b6689c8ff581c762af0c382b3161d080cbae52972f94a7fbd00538b8da56  src/Clusterers/GaussianMixture.php
sha256:8cd20a5da509374101ca5d6aff45e36f9b2c5164e976cbe6504489197bfb1bf6  src/Clusterers/KMeans.php
sha256:5af6242b65e920aa24ebbf942ad204f1c575cccfc347dfbeb7860e44c8524fce  src/Clusterers/MeanShift.php
                                                                         src/Clusterers/Seeders/
sha256:3d24a887e29033103730d33ada534aaa69ee06e36a316d4048a4c8e165dc7a0d  src/Clusterers/Seeders/KMC2.php
sha256:65ddfeb39d54f0bb959c46b989514937c75b4655c78b825174c46b571ad88941  src/Clusterers/Seeders/PlusPlus.php
sha256:a0ccf83293592319d401030892bebb96b7450dfb592c487465eb0c635fd84f57  src/Clusterers/Seeders/Preset.php
sha256:7bd5d5d8edac7582fc0e5fe025fe73cbc785e935bdbeb4b5ae935a1415892054  src/Clusterers/Seeders/Random.php
sha256:22e39f76498a5b4721be08eee682cad73e2db780266d281a827209207453b05a  src/Clusterers/Seeders/Seeder.php
sha256:63791cd23b17f5ad9e4945657d6225a3c96e44e50c7b7860a4f0b9fe7fdbbc6a  src/CommitteeMachine.php
                                                                         src/CrossValidation/
sha256:10c70b84f84968a8a3d6583f4ed166a706d91945cde60abac4baabdf18ae8974  src/CrossValidation/HoldOut.php
sha256:7a3433152384b0a1457f7dc79f58e47a6bfc633c89f7b875b8637a062b06dc83  src/CrossValidation/KFold.php
sha256:fc558700db5b631d9021bf3356d7aaf7c7ab2f45be298bdaae746838114f72d4  src/CrossValidation/LeavePOut.php
                                                                         src/CrossValidation/Metrics/
sha256:abb2c8eca47ea3ded3156a086217ff5fe47a6b5d09267c7b41be76b6326778d0  src/CrossValidation/Metrics/Accuracy.php
sha256:06a80e2369c4c99a17893a7c2864ff6a1dc7df5e3c94f84797ac1760030cd00d  src/CrossValidation/Metrics/BrierScore.php
sha256:b6a170a5722de653cf7653d0ce09100f558f1477dfea7e24c40608fa885b1a00  src/CrossValidation/Metrics/Completeness.php
sha256:c3ba447429e3e0ab0e36ba6ece39bf0caf7d98223db8ad4b348addfcc3031e2d  src/CrossValidation/Metrics/FBeta.php
sha256:450d682490699d976ade7a2c864150e53805d995f197fe2447ec16277f60858d  src/CrossValidation/Metrics/Homogeneity.php
sha256:2a1990a59e2ff0f1f19d73b937d56fc5f012d6d2d28226a465850448628dbceb  src/CrossValidation/Metrics/Informedness.php
sha256:3c52db3984ff1e6476df6306bfd0c1374367b0e9f6d5264f03b8570c703aa1b5  src/CrossValidation/Metrics/MCC.php
sha256:8533cc7d5424b95e583a317fb4ad129ef10860148ce40c9769975b8166f808e8  src/CrossValidation/Metrics/MeanAbsoluteError.php
sha256:fd5f4d372b994ed8eca814c0e053903e23a2ac31202535c7bc6951f78b1a0a0e  src/CrossValidation/Metrics/MeanSquaredError.php
sha256:957fa45664fbc9927a9a2528dba02fb2309edf0d03d8a5211f67b070856f1e44  src/CrossValidation/Metrics/MedianAbsoluteError.php
sha256:be059cd17a1168b7556ee236c5b7008b724a3c69b56443d72adedb0af470d7d0  src/CrossValidation/Metrics/Metric.php
sha256:99bf14d4c7c0a6a14d716f59e7d3d0979baf086f6b927912982f79a82472a7a4  src/CrossValidation/Metrics/ProbabilisticAccuracy.php
sha256:23d0bd5e7bb95c3b802200fb87925748f37112dce7c37f3248af4e83740d3b7a  src/CrossValidation/Metrics/ProbabilisticMetric.php
sha256:24e200fbff7d72346e98e265eb843af161a5cbe5092ea0276a99442f1b00cd14  src/CrossValidation/Metrics/RMSE.php
sha256:e86ed0aa0ef757fd3c0e789646cd779978baaed245655f81f1bef7b262c67f3d  src/CrossValidation/Metrics/RSquared.php
sha256:3756251a8786f3a8cf487d1f4776bc7259aa287dfd7606bec75c0d6bad01a6c2  src/CrossValidation/Metrics/RandIndex.php
sha256:ca2fcd08f8c37c1d8bec9c2cab92b301ccc2265b33732a7f70ce30533d889c84  src/CrossValidation/Metrics/SMAPE.php
sha256:43694d76b31359ff58891fcb9b1d4d89e50c7158beabe541aacb248cddf6ee78  src/CrossValidation/Metrics/TopKAccuracy.php
sha256:6a3196e7304e3db350824d5857d37caf74f81bc17f7bcfa3df8c4439f256f82f  src/CrossValidation/Metrics/VMeasure.php
sha256:5c5a04c39932743ef5a22c9f4620cbce8fa40214b6a6ce85d1222934511fe92d  src/CrossValidation/MonteCarlo.php
                                                                         src/CrossValidation/Reports/
sha256:71f97cc19f20da76249cf9e6536b1ba69c46d3c9821dbbe008eb9590f45cfeab  src/CrossValidation/Reports/AggregateReport.php
sha256:2ccba61d3850bb9d565a1b7657f25cfd5fa76cbbaa564550bf394966f5a30939  src/CrossValidation/Reports/ConfusionMatrix.php
sha256:9b7643e58b258272bfe116d06fb349414e7efc0995da14262392a684631ef93c  src/CrossValidation/Reports/ContingencyTable.php
sha256:35aaf6abe9b008ef2746e5096d4b6fa5966f86791276ecd12b61d712fb41a69e  src/CrossValidation/Reports/ErrorAnalysis.php
sha256:6688920ca2d50e4deb6b2c290d11acc08736d8af36e6ada1b499ee57fadb14f4  src/CrossValidation/Reports/MulticlassBreakdown.php
sha256:3de74895ddddd2c8c62c4d5aa9d063e5864eb2c2000c5351a41a8e38bc9dc808  src/CrossValidation/Reports/ReportGenerator.php
sha256:114f0a4394eff7fa528a1bc0cf86a57aaa48c2ece2e208af9f9b8c32ecf48ac9  src/CrossValidation/Validator.php
sha256:ecd7df5e8f986f1566e7c50257f68e6d523a5c45c71194248547feb3caf2c4fb  src/DataType.php
                                                                         src/Datasets/
sha256:01cb9b153454d54f44af41c8aadb896f5a1f123db798d303c61b646120e1af61  src/Datasets/Dataset.php
                                                                         src/Datasets/Generators/
sha256:6b0c764dc65b075e76d0ee242be5dd5951ea5a3f73fed7d893fe9b767bfa8b0f  src/Datasets/Generators/Agglomerate.php
sha256:ed70136c415a8371b3847b9cd9836ba18a989fb41202c2b193fde9ecdb7061a6  src/Datasets/Generators/Blob.php
sha256:d19e068a07a7c3f90fbbf9cd523260bcee97d5d5b68d78da160b23045df53d7f  src/Datasets/Generators/Circle.php
sha256:b5cee05b819e6b5bad1fbb93124b26af4b260245e88cbf0b325e5721d62d0a53  src/Datasets/Generators/Generator.php
sha256:483a7da9348db57ab7691fd87e76a0f34e81065a564e9f0138a86c58e456f156  src/Datasets/Generators/HalfMoon.php
sha256:b456a330a4a065758b3fa03ea419f4b84e95c85f01d883edbcad68ee633ea7f0  src/Datasets/Generators/Hyperplane.php
sha256:9a57407e8a0eba6bea11ef854d8808c9d68867dae1b3639b34b6a1579abb1179  src/Datasets/Generators/SwissRoll.php
sha256:599321b31bcafddd9b64dc5f00e8dd5de20472a710129aa3b01c529fe04c1131  src/Datasets/Labeled.php
sha256:005b149c118da1ae3880c9ff772ba129839f0331f8d20c05dd7d10a1766528e9  src/Datasets/Unlabeled.php
sha256:13429ddb7b707296631412cde8f80bfb46a7eb312923ddccd7223c6153607166  src/Deferred.php
sha256:607fc9eeaba640d81a50dc53e55f2079b1d54031060fe3ec8a38a8066d09748f  src/Encoding.php
sha256:72986e2b739312b2f9536de6817ba29332c808ae41c3b32609cfc26d8fad2a8b  src/Estimator.php
sha256:d9511d18965db5ec68dbc868143b61c7c18595683e8ff113c8c9cc431db160b6  src/EstimatorType.php
sha256:95c56ebce1757da4dd6c2e351d5c3975d6cf026f8ddd3617398b8229a797f040  src/EstimatorWrapper.php
                                                                         src/Exceptions/
sha256:4fdced028ae32570829c1107de1cf3b2f8b3ee8e24418f1461db537ce5725c42  src/Exceptions/ClassRevisionMismatch.php
sha256:4d011a6cf9d9dab3d7b8899a3c58fe0ca8f2a497fd8f88106397ba5f80de37c1  src/Exceptions/EmptyDataset.php
sha256:29a8e1e58af4e57a3124462fc95516124e64f94bf111e54788b7ce3c9385f6b7  src/Exceptions/EstimatorIncompatibleWithMetric.php
sha256:fb8a47685d6adf286d18162d84a68a2a54d4f3d8e0214ce9a8717231f52a8010  src/Exceptions/IncorrectDatasetDimensionality.php
sha256:284eed21e70ea43419d977fcf9d65e7069214e9efb4eadd349cdd19fbc5d49de  src/Exceptions/InvalidArgumentException.php
sha256:c318749cb56a0b0cdfdcccd4484db5abe080a2baf8a7ea22bb5931a1948d0e7d  src/Exceptions/JSONException.php
sha256:8e8b161a59b4c238e18fcdd26567a454e93a623a79609c3f21e95decf6dac747  src/Exceptions/LabelsAreMissing.php
sha256:e6a6de62ecc61764e324ef39e3a585ebf6db13e97860e591f8927a50a191ba52  src/Exceptions/MissingExtension.php
sha256:9cc493c02b92a5286e7c0f465628ac2d2e9ebdb3b11d28b0ccba921a92540526  src/Exceptions/RubixMLException.php
sha256:1c9b42b464eca96d4544a9bdc336bbedcb143c7c1944cce3f85c05e49b165e9a  src/Exceptions/RuntimeException.php
                                                                         src/Extractors/
sha256:b514f3b6e91ce9ddaf6ad6e213abf413c288edd49cbd3bd7315ae80216fbe48e  src/Extractors/CSV.php
sha256:fe0d7dd8c60ab150c90e93aa6fadd53eaa33f22509f097792239192516750669  src/Extractors/ColumnFilter.php
sha256:616ae363a1f65a5d91a003583113a0c15e97f0ba31f56c096bec53c8bc810d40  src/Extractors/ColumnPicker.php
sha256:199470fe40d362f8b59ca1d85a3e1633fff9d66aeeb7ed9d159f7a5a9b0d8a46  src/Extractors/Concatenator.php
sha256:4c4eba485be58f90eae4b4be9cdc3b8c99897d087fc50604d2e890a63b4ec712  src/Extractors/Deduplicator.php
sha256:eabe881fb5f59aced26e9715f68db708ed6077aa49533278d38216d00e519839  src/Extractors/Exporter.php
sha256:3c43258b8423b554113f03d89931814e5b0122160ee97bb6d6e4b88182e984ed  src/Extractors/Extractor.php
sha256:6862492cd819c38d61f437bc2451f36a350ca2f35c73189d2e21f23126ba39c7  src/Extractors/NDJSON.php
sha256:b0328261f4beebb7569a144192e05e59dbf771fb0fbd20a7d59178eb1df01a2b  src/Extractors/SQLTable.php
                                                                         src/Graph/
                                                                         src/Graph/Nodes/
sha256:0f580d21d526c1bdacca36a5395bcdbbe00ba5df75bb4a60d6dd1afb56937ba0  src/Graph/Nodes/Average.php
sha256:720b7321c30795d75a7ae69ca669c10295bff24800ee728a52ffd86855383f6a  src/Graph/Nodes/Ball.php
sha256:30de5c0499545d94d84b16d83fc1c0aa59e145d2bc6825400218ffcb92a0a456  src/Graph/Nodes/Best.php
sha256:a18e7d1b3299796ea7328af0637b8e75c47504c2517013cdc8d171479b382d1e  src/Graph/Nodes/BinaryNode.php
sha256:153ab2bce7ee782e21b223b03005f05dae28d0b479df7e2af3b29a641ea21285  src/Graph/Nodes/Box.php
sha256:7d1dfa437ccd348ceea6a9ddc558f444e59df89bc3e01428ad00621b0a6e7d95  src/Graph/Nodes/Clique.php
sha256:bcac162b4502e1a32739cf0e3c27627438a81cea729b7a37e087ccdc37f44a42  src/Graph/Nodes/Decision.php
sha256:facf9d3fcaff288016d125a21ca4a900cc052732fc0eba911794d8997623045e  src/Graph/Nodes/Depth.php
sha256:018de692e1c812e08ee62cef73f9db4664e8f2600795ba3d1f547ceabbfe2f51  src/Graph/Nodes/HasBinaryChildren.php
sha256:bb1be7a2d1f8541f540678c4bf8f895ca21a683c2fff5cd0a21d216cd3c3546b  src/Graph/Nodes/Hypercube.php
sha256:d579bfc22fe8f3f43920896f5079d255a3e6fd27c81da382366e9293cf97f581  src/Graph/Nodes/Hypersphere.php
sha256:0fc35d1c3f87291c11f191b99cef559c8d46097e4f1dba97fe976e8200dda914  src/Graph/Nodes/Isolator.php
sha256:29034a5497312d564ecd880c9288b23bcd867b74610018dc6c831bd97f45fec0  src/Graph/Nodes/Neighborhood.php
sha256:69343088e48cd444effa6c2493d9d4a97de99cf00adbd368074f92ffdbb0b3d2  src/Graph/Nodes/Node.php
sha256:4b7e8eae28b4fc19e8ffc3930e4ec003754dbd7d2eebc248b9cb3893d69506e9  src/Graph/Nodes/Outcome.php
sha256:1b608ae3fb9b55627a33b222a6ea91b1346498251f4586076e55235bbfffa775  src/Graph/Nodes/Split.php
                                                                         src/Graph/Nodes/Traits/
sha256:597b4faef1613e970662a448c5cb13a0c76eaf0fff03cf3496cfe7752223f1ee  src/Graph/Nodes/Traits/HasBinaryChildrenTrait.php
sha256:bacc132ed85377353f0a80355c2ebaf00fb5f8262116e2047b2bc8c47fed5da9  src/Graph/Nodes/VantagePoint.php
                                                                         src/Graph/Trees/
sha256:d0559cd7833f0b3acd660adf765061e4a58fb4b60905f94a9d583e419fe4e3a7  src/Graph/Trees/BallTree.php
sha256:4656793211a4968bfad7230b0c48aa819a9bea8a9d7c5207ac2d4286e211b6da  src/Graph/Trees/BinaryTree.php
sha256:ba5a10fae350e4bade0aabfe4256cae8eda4e3fcad559935259cd9e646acee78  src/Graph/Trees/CART.php
sha256:acd28b33338cbc24459d1fa2551a7c8b442568926fb25d4a40bb17621408cc14  src/Graph/Trees/DecisionTree.php
sha256:427833840de2f5445934870f0fac497754dc8a8fb49293d8b0aa39c1bc70cc1d  src/Graph/Trees/ExtraTree.php
sha256:71352a3fc91ba48fa4d32e02b3bfe1caa0a568a7e11db36a398622b59b5ea795  src/Graph/Trees/ITree.php
sha256:ae980b4eedf5aa4d5e7eec919c478947880b426b9dcf58b60d97b54ddcc08ca4  src/Graph/Trees/KDTree.php
sha256:e96b9b1b829dc0e55d6f5d5dbf920bddf879ef0b0f5c7afaeefed112b773c1dc  src/Graph/Trees/Spatial.php
sha256:c45d6d05c77e16611985e0f430e5455bfd8570b8463059b2b0a4595287bc8d42  src/Graph/Trees/Tree.php
sha256:26e94d8b8105a00e6a27454b366f6da08ee9e14c24eda9b0f5d84b5a4696605c  src/Graph/Trees/VantageTree.php
sha256:43695996489ab50173d0f4a02db3b2e4af1e019c69f0e7490870d16f20f8377f  src/GridSearch.php
                                                                         src/Helpers/
sha256:2f0a7dbce770b7c871315951c578350147905fff7b6fb742cbea0860d50290b8  src/Helpers/CPU.php
sha256:0bbbdc4d69667d74d83277bc2a0c048cf48ed4767dcfb94384464f53d26439b7  src/Helpers/Graphviz.php
sha256:c4c352f443d3cfc09ef714b1fbae31129587345f327b213f372baaab7ecb5f07  src/Helpers/JSON.php
sha256:a9e92ef791a9678f414971fd075ab85c6b30cdafa3aa18a4547c12863d939ad4  src/Helpers/Params.php
sha256:487e496b5c9b9cc329013dbdd378eefd7f3e0bce0cc5a5365490eaa9b7d2e6a6  src/Helpers/Stats.php
                                                                         src/Kernels/
                                                                         src/Kernels/Distance/
sha256:649a816cb026a71c41c8a2471f0595230e70f4ba71603e70884468a77a2880f4  src/Kernels/Distance/Canberra.php
sha256:b1e948e7fe319809d6e1a6058ffe81652d566ba69ea44db25652c8da0b26a9a6  src/Kernels/Distance/Cosine.php
sha256:fcc363de82ee3a91922f73ec2942f24eddf458102e6b211fd596a9b1a2f72671  src/Kernels/Distance/Diagonal.php
sha256:1f397a11de5ba1853a9543e098b2bf086b6c3dd1b5f24f48ae0da998355da9c2  src/Kernels/Distance/Distance.php
sha256:7c377067ff4cae143fd4282a5b493a25d2c4b7b1959bfd06913d16ae94204e08  src/Kernels/Distance/Euclidean.php
sha256:27b5fdf8d21fa23f31ee98179408be1e20f028f7646a862a36e81a8d181aeece  src/Kernels/Distance/Gower.php
sha256:80706d28175869f81a8143011b2252ca3f5f68879852ead669de02dfa46dd180  src/Kernels/Distance/Hamming.php
sha256:6ac454b5cde72ca945b9008907ada1270ea944ecf031049a5b589c063628fd02  src/Kernels/Distance/Jaccard.php
sha256:b91905e0145bd1b68653baf0cf014f3e8bbd97fd903435a40217e9dd50401f62  src/Kernels/Distance/Manhattan.php
sha256:e4dac42a9489dbb9a90ab20db0cdd041788a6300c8ac79f7c4fb78cac3ebab02  src/Kernels/Distance/Minkowski.php
sha256:8efa9acc649d0f46215d5810530a73a8fb79cfcb3a458017589005c1498530a5  src/Kernels/Distance/NaNSafe.php
sha256:900578d12d478184514525d5484001efd0f5494970142a528b2ad7af77b0254e  src/Kernels/Distance/SafeEuclidean.php
sha256:e394f9cfaaa984772063fb628d3bd50a31b088093dc47a1efdc9d6f81d085420  src/Kernels/Distance/SparseCosine.php
                                                                         src/Kernels/SVM/
sha256:bd3351a02f53a88a5ec9a216dd158c6772127292f77cd94d1920bc9187ee5f9e  src/Kernels/SVM/Kernel.php
sha256:dcba0551579cd124410fbb5e0d0523b4591677742c91ae570d04f428d0cc6325  src/Kernels/SVM/Linear.php
sha256:86e8727cf5f86a93c0a7adeca449b642d4b926f6dcd5c4550d103e67bc3bcae7  src/Kernels/SVM/Polynomial.php
sha256:dafe889a186b13a571451526c270378251f37eb4432bd0af3eef6891c14001d6  src/Kernels/SVM/RBF.php
sha256:7f207dd3a9489262635820494bfd24452bf0411d1b4862407328fc0584d45a71  src/Kernels/SVM/Sigmoidal.php
sha256:6c4345f852e9336389e1fed9e5f2052b51fc156809b5fb2bc0e7348f8ac4e98c  src/Learner.php
                                                                         src/Loggers/
sha256:7b67fa86a48846411174155c57b233e12d3291eee89c1422429fdfffc4524a22  src/Loggers/BlackHole.php
sha256:7bd8ef64d75c2ac29987e1fe1dffbce59b7497c14246097f990082be8d5b0569  src/Loggers/Logger.php
sha256:56459fb752a7ff194463af08e8e8ddb0654a2761220b080817dbd37f38bd7e7a  src/Loggers/Screen.php
                                                                         src/NeuralNet/
                                                                         src/NeuralNet/ActivationFunctions/
sha256:ec805c1e44ae1d0a875ec569bf6e70e7b5f115bc9b7fd31c339ead61ff376d89  src/NeuralNet/ActivationFunctions/ActivationFunction.php
sha256:40bf7a80cdb810806585f4cdd3c1adfe3ae5a155350d3d9b9b6dac932dbf490d  src/NeuralNet/ActivationFunctions/ELU.php
sha256:a3a6e327e5f45feb99adeafdb43821550618a5f3b7d5a76eab47b60de1b98fe3  src/NeuralNet/ActivationFunctions/GELU.php
sha256:5a746849cfbdf0e6631598f887c2c5934eaea46ca011834665826f7c347604eb  src/NeuralNet/ActivationFunctions/HyperbolicTangent.php
sha256:de8642b9088c8f8e94ae6b00ab20f00ac364c266c5f96d31b9f179a26f6bf1ed  src/NeuralNet/ActivationFunctions/LeakyReLU.php
sha256:8e9a4ba741a46787d1cb83090f1de01312e454fc6dac2597fee63d8bc902f555  src/NeuralNet/ActivationFunctions/ReLU.php
sha256:aaf527833a9792c942853ef83e8d3a6ec637f545083b5fa62d5f833332c16e60  src/NeuralNet/ActivationFunctions/SELU.php
sha256:9c7015cd2a8408a78fefe5665002bb74531206a8081bf3584c5ed92302ff37f2  src/NeuralNet/ActivationFunctions/SiLU.php
sha256:3b6ee4d328f81b0cbc14723e05dcb54c251d761b7f6a0c7a059584f556b63f60  src/NeuralNet/ActivationFunctions/Sigmoid.php
sha256:bf8ebd0aa130db3bd59bd9c8488dca4f773d98ad3a55748f127ce2e56a184ea5  src/NeuralNet/ActivationFunctions/SoftPlus.php
sha256:f30b4770155ec71fc8683a3243ea4b6d325f9d969be8267fbfa6b6077918d5cd  src/NeuralNet/ActivationFunctions/Softmax.php
sha256:04ab883e2a06bda60764a83ddbaf189ad65253aa24f81915bf93a6807f70ba29  src/NeuralNet/ActivationFunctions/Softsign.php
sha256:6230e6207794c9f627c0a0c6567df3036d19d504fa19dcef732d4363527daf79  src/NeuralNet/ActivationFunctions/ThresholdedReLU.php
                                                                         src/NeuralNet/CostFunctions/
sha256:c69bdedcdeccefc95031623aa3106cb1d799fc180dcf2d1fd4f25332456c1bc8  src/NeuralNet/CostFunctions/ClassificationLoss.php
sha256:be226ad36d4d1f2ef74cfa406ace4a30878c715c89e95b0e6a5107a1e648a35c  src/NeuralNet/CostFunctions/CostFunction.php
sha256:674e8f10d8646c964a13e70316b5dbc75883a28530aaaae67be9f88d509de12f  src/NeuralNet/CostFunctions/CrossEntropy.php
sha256:a7756a76702999eab5babfa949454ac3dd007edee88a1d2267178b724fda8b80  src/NeuralNet/CostFunctions/HuberLoss.php
sha256:5740e5bfb14c63b5e358dea59d1e01085039c35d540c84df943d6d6ddfe94118  src/NeuralNet/CostFunctions/LeastSquares.php
sha256:b24f88f82efbfca751907cfc32c907c2f3276b26070ef2f4b41b34f879c514fa  src/NeuralNet/CostFunctions/RegressionLoss.php
sha256:c7173e89d560b832ceaa871f876fd9d2c9bada00465ea0a7e164f0f274dfe7da  src/NeuralNet/CostFunctions/RelativeEntropy.php
sha256:496971b372c9b36aed1ba0cac26a006075399666084e00431758c00b084c70d3  src/NeuralNet/FeedForward.php
                                                                         src/NeuralNet/Initializers/
sha256:db5bd4b2bc49c4c5ff297238658054dde8956a44da7293b727ea27425359efaf  src/NeuralNet/Initializers/Constant.php
sha256:82758c305558c0c9071b68fffecc81dac7717591ea6b02eac3dec5f3bcfd1939  src/NeuralNet/Initializers/He.php
sha256:f2458f9ce467349d6accb1ed4aa030bbc1fbeb46ba0b6359d8c2cb58cc5b29f9  src/NeuralNet/Initializers/Initializer.php
sha256:f52d67b67eb627dd26f68264ec85c4192eba19b6857cf89b3aa3f77f63b1b223  src/NeuralNet/Initializers/LeCun.php
sha256:8e2c322abdb7cb2cb52c1740e3f4cec3970fca9d755b2877f257da49fbd84475  src/NeuralNet/Initializers/Normal.php
sha256:e6e41472d6dfa8b2a81da6741af71dec4ff319f5e5a839521ccc50761986e15d  src/NeuralNet/Initializers/Uniform.php
sha256:5c7437dfea5759eb9d38dbca2141cb42a11f1a0d909eb61ff95eed1358d9ae4b  src/NeuralNet/Initializers/Xavier1.php
sha256:b4ac071eb308279761bca205e150270c96310e7f7785a42efcbb868487621bd6  src/NeuralNet/Initializers/Xavier2.php
                                                                         src/NeuralNet/Layers/
sha256:4ceeb06408c93b71cf1c1db6d0c38404f1e10fb853fc44d2548b64a41e1d1a68  src/NeuralNet/Layers/Activation.php
sha256:8e94d48e3982d1857333db630a573dd8e81f740145c10976d074d882e6497d45  src/NeuralNet/Layers/BatchNorm.php
sha256:88ac22e11b32fcbd842cdaa7139888616912b9a49ec2bac435227dbf389b97ca  src/NeuralNet/Layers/Binary.php
sha256:3000a90923d700e67c23606d7422265dfe5b4e169792d0fd6f10b90a8bd55282  src/NeuralNet/Layers/Continuous.php
sha256:70f26de355587d3c3d572f09a77dcf3872edef7f3a9ad6b35ecc9b8ef3c743b7  src/NeuralNet/Layers/Dense.php
sha256:aaddb815c2ff049a298d9c35cd0f948adff6b197feef49257eb56bb5e8e1b197  src/NeuralNet/Layers/Dropout.php
sha256:551a67c80a139581481d40a9ef8c9e9bb1f80e4ac899a9b78ad722409d876cf5  src/NeuralNet/Layers/Hidden.php
sha256:23034187199ab926c9799ae6e3c3974da660f82945ebff8315d932bd36810ac2  src/NeuralNet/Layers/Input.php
sha256:5e75be258adc2a0b9e9f8ac8ce092bdc364e83932db336457c0cad2ad385b681  src/NeuralNet/Layers/Layer.php
sha256:1b2bf471d67ffdf686f8799903b8f83d6405d921bbed9e264efbc340469f1b0c  src/NeuralNet/Layers/Multiclass.php
sha256:6f7897ad20b500ba92ad91695687fdd3a0eae14071d6c5f9872f708d3bc03b14  src/NeuralNet/Layers/Noise.php
sha256:da83e84a0c20d62a405e835091f5946086ba4a5aea8a9d0ba79734c80b96ae49  src/NeuralNet/Layers/Output.php
sha256:3df409e419ef1dfd7f3942b9b8eb0597fbe7fe885a8b8e1a1686871bf1dca05c  src/NeuralNet/Layers/PReLU.php
sha256:f4a42d4268b1bf2b84385523158977ed12214c3ee005dfc8e2e2e937050bc1ca  src/NeuralNet/Layers/Parametric.php
sha256:1c924fad55d6873516b1338040113d4ca8b074ca8ff2c0d1bb48fdd461596a7e  src/NeuralNet/Layers/Placeholder1D.php
sha256:da1ee7abab7cb49f91497a7ccd61109a42a0199478e9f55e8e64285b85b0fe61  src/NeuralNet/Layers/Swish.php
sha256:9a6aa2e66f576d8694356dd256fd4981af4b04ef6bf999e170a65a1c0e8a0cba  src/NeuralNet/Network.php
                                                                         src/NeuralNet/Optimizers/
sha256:8d48318ce93cecd19264321d4ac219734db0d9913711b931e42455c427766825  src/NeuralNet/Optimizers/AdaGrad.php
sha256:c026f88e390ea8ed62ceed650122afafa3e4e6d694e6590b8128c104dfe82487  src/NeuralNet/Optimizers/AdaMax.php
sha256:7923e0520be361853154cd6834f2317e107095e009d17366efd861d54fc336ad  src/NeuralNet/Optimizers/Adam.php
sha256:61becc385f8c58d13fcc3433454cd8f81afccbdb19b1f32a947e23ef92ac97ac  src/NeuralNet/Optimizers/Adaptive.php
sha256:bcd65c8bece296888c26a57394c3a7b642c36eb7efae5d7ade9915e56377b888  src/NeuralNet/Optimizers/Cyclical.php
sha256:c961a08cdff4855ed93407e4dd4f8bfac7c5036e0c125c1a1257b0c26dd7e99c  src/NeuralNet/Optimizers/Momentum.php
sha256:ed8c568d086dd275f6fc5b9b4f9b2c15df051ffa46864410f3d9dd637f113e44  src/NeuralNet/Optimizers/Optimizer.php
sha256:222d9dc4910784cc7b068f8f2328a048308f2a85c2fe095d95c1c2c0d454c593  src/NeuralNet/Optimizers/RMSProp.php
sha256:e71efcbdb6c8bcab34e4213ee70c8088d649446781b66bfe9d87fe89e2ecef4b  src/NeuralNet/Optimizers/StepDecay.php
sha256:084068610360ac7ef7ff71dae9d3505e1a167f22f3daa7261566203c9c509835  src/NeuralNet/Optimizers/Stochastic.php
sha256:30c7ad9bccaa3c423e2370f8438f28fcd1044806a49d932bd8bd37529c54a8bc  src/NeuralNet/Parameter.php
sha256:26a93a6d612eba9c19d2edebf17e064c6f77571b2dd443803ecf517816fc81be  src/NeuralNet/Snapshot.php
sha256:a0a38d37a7399437d1aeccbc8fdf7372ce210e63da37595bccf551e436f92bdd  src/Online.php
sha256:60bc72d51a019a2774c2da3a7dd82d2ae536d90ed16f58724bc1d876c983fbec  src/Parallel.php
sha256:68adf562d68fbbabbe406827ef662d323085e5f9bdeb7814556e5b1c3f0fed03  src/Persistable.php
sha256:75e473a2022a9d62fd39d9fa54c29003c3d6ea315ca7b1b683671d2b65513e2e  src/PersistentModel.php
                                                                         src/Persisters/
sha256:dc5a653cef894f39f5c43f6aa47819c5d3438ce03accc5a0eaa1d8d88ebcabc5  src/Persisters/Filesystem.php
sha256:32627d3cdf8b20c87f1960a6f2a5c3243f66a275dc395afe99860779c19422bf  src/Persisters/Persister.php
sha256:5ca22e95f7ab116fd985e653f264c9dccd2b02071ae14df58a5616e3c85f717d  src/Pipeline.php
sha256:b748085d9a971c4fd80a036322702252c6d63685c2d9182b8908bdbe0f6f5f16  src/Probabilistic.php
sha256:ace1b276be694dd93d246e5fe039c26485547aaab0bd8c84aa9b6a6899554f3d  src/RanksFeatures.php
                                                                         src/Regressors/
sha256:ccc4604e8d9f21178a9b7375378114e0e628e9864917bc856367188a0c945d69  src/Regressors/Adaline.php
sha256:a939e7ba85b05e34a7c8629b4caca7c4a0e79ca0775d95048a437c41691feb81  src/Regressors/ExtraTreeRegressor.php
sha256:50d799e58eb23896ba89cd9c0af8e5c22ba3e096b489e20004373f86edc9c1a2  src/Regressors/GradientBoost.php
sha256:e68c66e5d5ea5edf623addce939b9c60a8b51da6ee87ec36aaa8118a92caf6e9  src/Regressors/KDNeighborsRegressor.php
sha256:bb458c6d134a49be653deff7a2bb4bd5c9e928ee29f1a74e9253427ecb44ecba  src/Regressors/KNNRegressor.php
sha256:4490aca15b78936e2f318f1cf5f12318e2a3e293fb42f39de2fe150f00dec5ad  src/Regressors/MLPRegressor.php
sha256:d1ef12800f1839639ebbcf96c8e8795546b56a184a638934e2420c78ae00aa57  src/Regressors/RadiusNeighborsRegressor.php
sha256:17309f48c8550229d6fac07c6aac468aa11a8915b0f2ed933a2f6f46f0c3e00c  src/Regressors/RegressionTree.php
sha256:37dc58899bb4cb3a443a0563ac335e015e5de5f2f504516261a1aca1a52b729a  src/Regressors/Ridge.php
sha256:f537ebf84bf38e3d6d6e453f427050fab88482bb12e80a83709afe6cbd807762  src/Regressors/SVR.php
sha256:225628c056e0b0273e81bd6cbe5ba86c2e6478f904e43c28f00902d571332ec3  src/Report.php
                                                                         src/Serializers/
sha256:92e7576808b6da30f21d4f85e01a9dc7e4fe7b17ccedf19e9f03997ee5b5475e  src/Serializers/GzipNative.php
sha256:e834274353dd438c1ed31edbb67a3ca0a05bf720368886e1cda1579880113c87  src/Serializers/Native.php
sha256:a1c0a29940e20dfe1388511532b89ab79382a58e26a06a1e976dc67893f290a0  src/Serializers/RBX.php
sha256:7d1f61aeab5a36aa20bb3488d0b04a01f6377f6a12d18532dc41afc569c59ec8  src/Serializers/Serializer.php
                                                                         src/Specifications/
sha256:0a4c1d7726eb1d8eea0444900b95097f4617800ea806d611f42e5bac7ca99526  src/Specifications/DatasetHasDimensionality.php
sha256:463890e529bb000403d8109cbaf8f1740e5c89fad583eaef08c6fa51df8ee539  src/Specifications/DatasetIsLabeled.php
sha256:7279489c418e78e92dc1171a60ab6b6e5138b997664199a3d8331083ae8ba605  src/Specifications/DatasetIsNotEmpty.php
sha256:6d56d49d53779163ba9b1a79faba1b84f1b7da0aea85cd56716f632f4ed73a8a  src/Specifications/EstimatorIsCompatibleWithMetric.php
sha256:ef3330440c473bc55e34855d57d5c1ccbbfa5c459c0d11b745820e0e71016599  src/Specifications/ExtensionIsLoaded.php
sha256:f0c009baf95f76e8c15861b0c5b0254d33fdc8652bae5c869a0ba98ef49e2997  src/Specifications/ExtensionMinimumVersion.php
sha256:94d1f4e71b5c0ad7b9b83f687e845469847d9d31755f68c4620210e96f2b78f6  src/Specifications/LabelsAreCompatibleWithLearner.php
sha256:bc3ac8a0fb396d6c2e5a5bff7e86cedecdee1379e8f2a8221f62de6b13195083  src/Specifications/PredictionAndLabelCountsAreEqual.php
sha256:78407f106e7b8e84d5a54ec38667b4bee2bcd8b02a7f793152d42bf8537d2488  src/Specifications/ProbabilityAndLabelCountsAreEqual.php
sha256:693311fb8c805d82080453b430e05377614e541f22d83661ef9834b184fe78b6  src/Specifications/SamplesAreCompatibleWithDistance.php
sha256:772a9ab6f1e8de6cfe74b6bfa23f90053741c6b0ddd2943a0efaf8bf434b0805  src/Specifications/SamplesAreCompatibleWithEstimator.php
sha256:3d2b8a3a60b4ca56b8be94df483cb40a37dd6ff57f8b0741a75deb2d0e4d7cf4  src/Specifications/SamplesAreCompatibleWithTransformer.php
sha256:99232ac148bffbb733f35bfc6529ade7e891f178b24ec087a6e16454b2d3178a  src/Specifications/Specification.php
sha256:e1323b9f8a4a83b942a29ca78a56be4743eab2ccaf2394033023e24d8937f68d  src/Specifications/SpecificationChain.php
                                                                         src/Strategies/
sha256:3d88191768beb99df9f5150030b28b29a7fa67e923b2d80f546e11c21298eaaa  src/Strategies/Constant.php
sha256:81b0e2c81e36681d00590e91ee62adfbdbccba34005e0a4e77ee4961fdc714bc  src/Strategies/KMostFrequent.php
sha256:d9462512335453535d40ab7849e2b07256331755564b22313ca0eb5ff6813fbf  src/Strategies/Mean.php
sha256:4b60df6724fea9b15f29f3b7059e71fd923519a108e5601c041803a7b24a0a2b  src/Strategies/Percentile.php
sha256:93ea745b8c959b4315227fe6876290b3072b5c4e861d7f976b55ceaad95bdd2e  src/Strategies/Prior.php
sha256:7b96cd95700d388a2efb01a4c221b63fa126b55ef4babeef6512cc7b2d34798b  src/Strategies/Strategy.php
sha256:c8d9ee570a519bf047d2b428aa5f6cd65c577fcdc32b904ac8c1d1c4309e0e42  src/Strategies/WildGuess.php
                                                                         src/Tokenizers/
sha256:6b9bb88d073c9f891476270151fc02166f2b368bafdb6bf1f1423b3fec21108a  src/Tokenizers/KSkipNGram.php
sha256:6bf0512698822f5ec08b2edfa159264df18795f9c96026ac2c5e156d88eb89cc  src/Tokenizers/NGram.php
sha256:9aa35e113fef74c3db6dbeda95e18a826fba5144b6a775ff0e1472bc3348c4a8  src/Tokenizers/Sentence.php
sha256:abe17a6885f0411872ad0dc0b1e5d5dc9f555fa71ed07136c54b0c2cdc12b053  src/Tokenizers/Tokenizer.php
sha256:445bd6b4277c73fb76cfb40532624a150d3fcae2eba695646ded3760bbf5571e  src/Tokenizers/Whitespace.php
sha256:c06a14f9680a924739d654519f72b741c19862bd7e63d36c6ed78071c8638eb1  src/Tokenizers/Word.php
sha256:a37d2c7922fd8a7dde37a1670e8ec746f41596efc411400f8e25585af667f912  src/Tokenizers/WordStemmer.php
sha256:c2122f601b65c81c1d2de370f99d99558770344529a1372e3ecfcc3eff2289b7  src/Trainable.php
                                                                         src/Traits/
sha256:182f541c44348ce1cea5bf511099bb41f8eb1f71383d1619f4a7e3acad7c2520  src/Traits/AutotrackRevisions.php
sha256:e77f3472dc60b057e09e7f158261f676989dcfb23b67130f81cbd376d0e833b2  src/Traits/LoggerAware.php
sha256:82400f40fa39abc6d0da5c7cbf35d5204da244c51865c49748a793a10da55edc  src/Traits/Multiprocessing.php
                                                                         src/Transformers/
sha256:fd7edfce73182c68c82f6b573d7b5cd52fd9565d87c893f9d5836e21fcbbb4ed  src/Transformers/BM25Transformer.php
sha256:8b69b5ed402e9bcd44513a9fc4c0efaed8173fcb4b1cb59b412bad8b56d1b432  src/Transformers/BooleanConverter.php
sha256:5afaaf77a04c722a4974e584e1c477e4f27373c40ab288497b01443b48c66869  src/Transformers/Elastic.php
sha256:ecc3d704fec5670121909a025b6c6d139816ef054195fdecf0859f2bca632b05  src/Transformers/GaussianRandomProjector.php
sha256:573b96b7a195ec47e8730e7a585b54e9df77a7711c3ef5189812af00d548dbdf  src/Transformers/HotDeckImputer.php
sha256:2756d645970b31d899c7dbdfbaa79a2bbbb2bf5bd61a21c5676ce0c440e0bd9d  src/Transformers/ImageResizer.php
sha256:c0ade767cfd588aa4c9fd2d0eda8ba4a13e4095cf433e84a48146d0d6b085265  src/Transformers/ImageRotator.php
sha256:bc5da6af12a1f87f3d090e22eab537585a73745baaff7f25befafdf2daaf98f3  src/Transformers/ImageVectorizer.php
sha256:879c4bba22abadd6afb9a3cc775357b24205638de045df9a90b3b6f61504ad50  src/Transformers/IntervalDiscretizer.php
sha256:586ccfc5d999d415c4fa5233f701baa8717dad2709907246ebcc4e70b7bc1e26  src/Transformers/KNNImputer.php
sha256:7e90aafbbc3925c1be8b5eb74052d543313bb0ca2faf2e6e6e92292b3a088e21  src/Transformers/L1Normalizer.php
sha256:e900bea0382bbc8d8ec9c6be8df79f9896ec79a6ed2386537e5ca2f514d9335e  src/Transformers/L2Normalizer.php
sha256:ecb11173ec66afc1d2cc06252ec20829d94a8d6a7944e8624a5c32f31af4f47f  src/Transformers/LambdaFunction.php
sha256:5b8e8add03d2aeadadef022664f4c8b12c4a177f9de8ab801f37ccf699776cfe  src/Transformers/LinearDiscriminantAnalysis.php
sha256:f9f8108b6426d834de19a2b8af8b47e863b2423b183821028a0c515b26104634  src/Transformers/MaxAbsoluteScaler.php
sha256:67a3a9f0cd9c732feaebf3dcc558efd1a1bc29673307d6960a47e5f571d537e5  src/Transformers/MinMaxNormalizer.php
sha256:420af885bd25b8ebce5f2c70ec5991ef0b0d3661acdf0982a292e3b34b98f60e  src/Transformers/MissingDataImputer.php
sha256:b5fc47e40e87986db084636d7cd2e91f823a4c99091d0ac9d50cd0774a0534a7  src/Transformers/MultibyteTextNormalizer.php
sha256:285c13ad3769371c37e6bf693d136d61f1dad6a5ac5c8b317611eb0f41643f6b  src/Transformers/NumericStringConverter.php
sha256:49707548b2fb3ecb55a472e32a5a570cdea7eadf3953fd6da214cfbc075ce01a  src/Transformers/OneHotEncoder.php
sha256:db66966ae4c02ee1b8538da0a6190cfc614a20ecae903a9c429199ff519a6df4  src/Transformers/PolynomialExpander.php
sha256:15ed28146881ea5c4f2ee6ef1d7fdef6e39186c97d1d296d1b7370ff6f6a5fc0  src/Transformers/PrincipalComponentAnalysis.php
sha256:84d56c022f9617ebc59b286dc44df102d591a81be012ef700cd9232af2816ecb  src/Transformers/RegexFilter.php
sha256:2e8135a2ef768329df529a37c9f1a4e3e13d9e21fd837796a7b72053f46d9e46  src/Transformers/Reversible.php
sha256:87fd40dec79869eae0c205a7bd400e784d0fbc1a079f5eefdb920a71f01f4da6  src/Transformers/RobustStandardizer.php
sha256:d25fd1e9ac59bc997016e65958498349db6744c129b670eb17d5f865beaed4ad  src/Transformers/SparseRandomProjector.php
sha256:9b5035c85650ec0cae7a0836ef3e843bb0e11dc0382766460b46f5d413cfdf00  src/Transformers/Stateful.php
sha256:27c9122b3658ffc404b0dee62171292890f3217cc4691120d6d85a8a370b75e3  src/Transformers/StopWordFilter.php
sha256:3e36542d09f61e121f02fc0580e5dee32044c1d184f795cc96524f200ae5d679  src/Transformers/TSNE.php
sha256:9281d81c8c7c44244d74a60a2504831b51ebad3811f7a3cc33446f67bc482855  src/Transformers/TextNormalizer.php
sha256:d7245172e72d8de7be5615d5988e9a0c5b30baa197a2e2d9d2c49b628e979d53  src/Transformers/TfIdfTransformer.php
sha256:7526fc4ec7339f0c409ec3f21a9985af9f4dc56638e7bad986aa78b756d73620  src/Transformers/TokenHashingVectorizer.php
sha256:a4cbbecf54c8a155e09ea2ba11182fb41f1a0404fcb7a78a675ee9a09eef6654  src/Transformers/Transformer.php
sha256:9c55ae87730833c063a6847144f813c29b4570e27ddba63cc6694f0bfa9b4d00  src/Transformers/TruncatedSVD.php
sha256:ee7c0f051f878b14e96629bc36ac822d58af1274e387ef87e9aaa9ce014e919c  src/Transformers/WordCountVectorizer.php
sha256:ff7873ba177f2b3eff5fcf464abff149abdf00bb849f171ef86c497a9a9da68f  src/Transformers/ZScaleStandardizer.php
sha256:3e5bc33e6de46af7833b9116d6e922608edd2399d00f9cf5b847a85b2809e2cd  src/Tuple.php
sha256:79ab6cb2b87ce49ef03f6825e36f6e90da56e36e64eff87a076a956d8d1a242d  src/Verbose.php
sha256:ab53cc2a40719e2f850915640360a7b411275c16f32780a4c55238030fd427a9  src/constants.php
sha256:e273bf89ef78b47b8aa0ca0a86f9de9941716fbf4d2b7a42adc15ed35d598111  src/functions.php
                                                                         tests/
                                                                         tests/AnomalyDetectors/
sha256:99443f6be2ec5a621cf2ee5e41563236678b8a0e3cbe997df7b0b2b764cdcfed  tests/AnomalyDetectors/GaussianMLETest.php
sha256:085404f22b7efa87daaf91af96c20dd661bb0eb82120c81d61e0aead0db4c9fa  tests/AnomalyDetectors/IsolationForestTest.php
sha256:b0e471e2e3d0baa92ee82b2675cdd68cbf8d34cac3096dd3444e799bdc88a5cb  tests/AnomalyDetectors/LocalOutlierFactorTest.php
sha256:f7a4909df8dae4b881ed08dc87e3e60da98ee73e488467a15284558a5e4f4bec  tests/AnomalyDetectors/LodaTest.php
sha256:c2fccc7aea80888f93c3406b7f8f8f3ffde63f8159bf68ef87f85e6733b8c797  tests/AnomalyDetectors/OneClassSVMTest.php
sha256:a05bc3226efa28cbcbe9ad842a2adc78fc748e669163e63337d8b65901de5332  tests/AnomalyDetectors/RobustZScoreTest.php
                                                                         tests/Backends/
sha256:e9a30165de6787f87c8b1c3a1920e7ae2fd316179c4260bb88a5657d8a4d4f48  tests/Backends/AmpTest.php
sha256:8e6041bbf7f33c4f12ab99ef0036953b8fe049e964a4853a394ee6d3426cfffe  tests/Backends/SerialTest.php
                                                                         tests/Backends/Tasks/
sha256:11bc48ea5b6e133880a86f2dc0bf0114e7aa7597a2b8d72ca74f86086b6156bc  tests/Backends/Tasks/PredictTest.php
sha256:d1534b5e3e6502c88c4c2c5850284323efc7ee138474cdbc32756b1762db7b89  tests/Backends/Tasks/ProbaTest.php
sha256:d82e9d21cecc1af998d1e3f6d002a1168487b9a7ad1cb8d1042cbc65c40a629f  tests/Backends/Tasks/TrainAndValidateTest.php
sha256:a414464da08f62682431252f7191aaa6c008e530146fc7e7946d50fff7873f71  tests/Backends/Tasks/TrainLearnerTest.php
sha256:090087f26f13dfbb5a9195491d60f06e1605a7376ab73ff89fd5aec90c72c1ae  tests/BootstrapAggregatorTest.php
                                                                         tests/Classifiers/
sha256:f8e74da4390410ef3fcedfc4d96ce572610aa78a0b1b10e2596db47a612ee06e  tests/Classifiers/AdaBoostTest.php
sha256:f34bcb9aac2f88c9b42565cde1c0f64877e107f6182caf899ebdddc912332e23  tests/Classifiers/ClassificationTreeTest.php
sha256:816b4162f4331b1c6dc7fb1f86791b97ad2c0bf2ada7ea882f5712399bdb5a0e  tests/Classifiers/ExtraTreeClassifierTest.php
sha256:b3e368174ad82f233e14b5e82864c1c2fd61e791a003e3b4cc0c560cece7d32c  tests/Classifiers/GaussianNBTest.php
sha256:1c7de6565781408c0a41fe310abdc44aa3e222a3f780e19411bec9ab85635f85  tests/Classifiers/KDNeighborsTest.php
sha256:b11e28e8f2fd518e17202add0baa4f21213577157b6fe9c14906566be03f6a8e  tests/Classifiers/KNearestNeighborsTest.php
sha256:4ac481007930a5c60ada06d1b7082819b77ec7c1b9ac7f6133e00da29ef7ceea  tests/Classifiers/LogisticRegressionTest.php
sha256:af472c9dc219aadc9024c9234aa7c0160cf6f7b99b337fd6f8238fbc70a8d53d  tests/Classifiers/LogitBoostTest.php
sha256:bde9a6e5b5769c0bdee361faab230b1ab0a8220f83ce6691b1c98dedb93db40c  tests/Classifiers/MultilayerPerceptronTest.php
sha256:6d4b657a407809a6d23f14f5b6f55ef5c74adeb1e8395f50291347d5e85702e7  tests/Classifiers/NaiveBayesTest.php
sha256:765947abbd90bb5584d85b85515cb433455d47e77715ee21c4f8a37c0e666677  tests/Classifiers/OneVsRestTest.php
sha256:9ca18d86f16c64428c872cbd027496cb63bc8929149911248ac9bb7c686dc856  tests/Classifiers/RadiusNeighborsTest.php
sha256:4b506d3fd0a885c07befddd491e338e436315623cfbba32f2acb7b6247b74c61  tests/Classifiers/RandomForestTest.php
sha256:54964416de7555c2b86eba2f888ad35deb22d26f7bfd546e5b887258030a9490  tests/Classifiers/SVCTest.php
sha256:277c5850be7495cafe193e9c611b8403610d4c585e03c37fbfc8f586f27e68f7  tests/Classifiers/SoftmaxClassifierTest.php
                                                                         tests/Clusterers/
sha256:d822eb3a0971e8f4b654786cc8060c83c3fb376238e94ffecf4547502cb5bf19  tests/Clusterers/DBSCANTest.php
sha256:874facdbe578f1d0fc63cade5d043f2ceb24ec72ff3e64d7cdc7d6051067a0e8  tests/Clusterers/FuzzyCMeansTest.php
sha256:15cc9fbdf2b710164794dc92161316c7295a8ee5ae00c417f80dbe6624147c98  tests/Clusterers/GaussianMixtureTest.php
sha256:908d7b3a38076073445566fcc2fcf2bd9da7fdff80855f055e7fcf46c9a66b90  tests/Clusterers/KMeansTest.php
sha256:80f66e50f6c8c4c42cc706b0abf4fdfa8d20510185f86ae6f1170c7b6426646d  tests/Clusterers/MeanShiftTest.php
                                                                         tests/Clusterers/Seeders/
sha256:2c96e07fe79cc7cc84236bf97f5a5f853ad9a82847bc220030d52344abd5bcd4  tests/Clusterers/Seeders/KMC2Test.php
sha256:0f05780b712f309db261d5bb20b0ef1b6601ee4d81c3a77d85075ef640c6fb2d  tests/Clusterers/Seeders/PlusPlusTest.php
sha256:5f7ba167d204dae9ecbebc6fb2bcb21026cd7abece00f608b23472419894fdd0  tests/Clusterers/Seeders/PresetTest.php
sha256:d761d9e75015afa2d35b0b8497e5040d8bb83fecd5d7c9b58fb1678922ee04c4  tests/Clusterers/Seeders/RandomTest.php
sha256:94c79dada3f5557ad532e3743ff2f9cae03e86604d9d84e0c9513960b975a053  tests/CommitteeMachineTest.php
                                                                         tests/CrossValidation/
sha256:4fe8e0777d8123a216d147016986f2e1bb38b46c8d057c116fbac55a12a08678  tests/CrossValidation/HoldOutTest.php
sha256:178d5cf166b83424b0515977c117bc6f2475ad1e0e12a43f666259d59a49533b  tests/CrossValidation/KFoldTest.php
sha256:9a6e3387751d3ccc08296deff689e5b4c759e88a93e30ace464a0fdf529ad694  tests/CrossValidation/LeavePOutTest.php
                                                                         tests/CrossValidation/Metrics/
sha256:531258bdd1d1da53adbe4dbe7b3373b716b33706865ed7d2096b29fd1c0c32d5  tests/CrossValidation/Metrics/AccuracyTest.php
sha256:f036929507a09e34dc113555f460c8ab2df9fc3e09c2df81baa1e99d314a71de  tests/CrossValidation/Metrics/BrierScoreTest.php
sha256:f51486dc203e5690c1afb8ae773632b74d7d5d1b6354ac15e479c12c62c39d31  tests/CrossValidation/Metrics/CompletenessTest.php
sha256:563b59041f42a60501836e74d15077bbce01b3490430f5570795e27f96da36a2  tests/CrossValidation/Metrics/FBetaTest.php
sha256:6e37a09efde18f400b829f609cb5de26bcd3a662ca83548a7c2c95415260030c  tests/CrossValidation/Metrics/HomogeneityTest.php
sha256:5c6bdd383288afad56d2e9e23bdc90675a53b24e6a08ef5d389d5c28da084468  tests/CrossValidation/Metrics/InformednessTest.php
sha256:3d7fe2f4f1213e5b0982f7d5018a1933328f53cd72595fa1fb88be301fafd861  tests/CrossValidation/Metrics/MCCTest.php
sha256:18f4a21277a08e1cc85ee00de10c0e074933cfdea1deacbd03d84f328e2f191e  tests/CrossValidation/Metrics/MeanAbsoluteErrorTest.php
sha256:3c1d0b8018f318d8b00c30420d07ab744b107fcd6a2c224f985b151aa68ee91c  tests/CrossValidation/Metrics/MeanSquaredErrorTest.php
sha256:136328a49c3971a95a03b3672821ce08f0619bae8eab166f9353dfbf48388629  tests/CrossValidation/Metrics/MedianAbsoluteErrorTest.php
sha256:dac7cf2efe35770e20bc2d130195b24e5c4b5229dcf123846fb7333bfdd3b14c  tests/CrossValidation/Metrics/ProbabilisticAccuracyTest.php
sha256:4c302aa3492d3bbc3e8d5718cefdd6a80155241919063f4e837d0c27bddaec86  tests/CrossValidation/Metrics/RMSETest.php
sha256:49871912caf0d174c7e67d22cbfa7c828a53ef05b6e71b0101e6a85b8b7de985  tests/CrossValidation/Metrics/RSquaredTest.php
sha256:e94597dc38cc11d51e8675d4c27c34f570bf93e9fee32ac0cb8bf10af8028dcb  tests/CrossValidation/Metrics/RandIndexTest.php
sha256:962a294c5cbe233794e180cdad539c9cf3af5d5d2b991ff92df1da71252a2203  tests/CrossValidation/Metrics/SMAPETest.php
sha256:38c8a9e65757f8d9360f41a6115ae2b98ecfa02455012ad5cd727f79e47f2657  tests/CrossValidation/Metrics/TopKAccuracyTest.php
sha256:65f9f1decc7386e922806e7772be7b30ed19d079007d96256dd33162d0fb71eb  tests/CrossValidation/Metrics/VMeasureTest.php
sha256:4cde776ca6aacd510ada00cd25d3d4a835246f886aa8e99d0c032ae646c9546e  tests/CrossValidation/MonteCarloTest.php
                                                                         tests/CrossValidation/Reports/
sha256:9f848cb73c44253ed62da6e1c0cdbb091e3c81837b9557d429d6710a1893e5e7  tests/CrossValidation/Reports/AggregateReportTest.php
sha256:630b15d4fd6b49cc531f9e8814b7e380bc5069b03ef6517ae1d53a6893d415b3  tests/CrossValidation/Reports/ConfusionMatrixTest.php
sha256:037123bafec16925e27fe5e661086fc899b46e51a174f74620ee00444e4e260e  tests/CrossValidation/Reports/ContingencyTableTest.php
sha256:68cc6613623bf743a41eaa7af69be1c7976d8b8d016519c41483db6279c9d1b9  tests/CrossValidation/Reports/ErrorAnalysisTest.php
sha256:e2c42b29ebc4c8bc993cc0604be4ed5868214c69e736d7f69a6e3cc358508baa  tests/CrossValidation/Reports/MulticlassBreakdownTest.php
sha256:db92fec54ace661003a8f88990d05db025d12ccc7aecf358357e9e01c133cf75  tests/DataTypeTest.php
                                                                         tests/Datasets/
                                                                         tests/Datasets/Generators/
sha256:f881bfdd9ec596720f547c765ac1b76678cae1995e36a87f8b538464f08e3890  tests/Datasets/Generators/AgglomerateTest.php
sha256:f2500847e743076b11f2550814a7207686042b089f24cc30eb91bccf5b2b82f6  tests/Datasets/Generators/BlobTest.php
sha256:c6bb20e1d7d0c9f7f4091744d467a00f8d37fb489b98f6f3a60b6a79de00d170  tests/Datasets/Generators/CircleTest.php
sha256:08d4c36e65a8e8a6f0d7d61252f220dfb2e8063b19ad51b23581ebddb8bc3ae6  tests/Datasets/Generators/HalfMoonTest.php
sha256:dc36354d979725daf229b7394f6e14d2341f42b2b55d1d067dde9bfcac3b2947  tests/Datasets/Generators/HyperplaneTest.php
sha256:79417281be1e1ea876ac910226bb25b515219cd6bb3bcdbfda5e6c5b3be1ff43  tests/Datasets/Generators/SwissRollTest.php
sha256:a3cf7d45764903b0d2815bcf14b7c5f2beca2a498e0072bd164be2e888311876  tests/Datasets/LabeledTest.php
sha256:60d2c9b5a80b15321b18ea5a6ce9fb40f5ab0b8484ff48e7fee9e1ed40a1b5af  tests/Datasets/UnlabeledTest.php
sha256:c50eae9e0c21c626ceea8682019b9582474620bb6aec008b47cc72630e60ae25  tests/DeferredTest.php
sha256:fb9b0aa78a0ad6e7b8c87fc5e24f096f9441a03c17db76bba2ed71624124123f  tests/EncodingTest.php
sha256:848f797b7d6d59db4578f3a9cf49a3ab4147c2a493efe33abe7ba8f1c3447053  tests/EstimatorTypeTest.php
                                                                         tests/Extractors/
sha256:855337ac3a0fd02997b35576201d667072a118058ef39bea18ef95024fea9198  tests/Extractors/CSVTest.php
sha256:93d42c087b5a5499f6356389cea495b23b577391e7da42b68584bb4a6ea23d3d  tests/Extractors/ColumnFilterTest.php
sha256:965b4a6c35062eff6b6f5f53699e59df0dc74879448847c055911134b3e8d442  tests/Extractors/ColumnPickerTest.php
sha256:a8647c37387c8090259a408fa21c96f4cac980b141a7a875c04fdd2668c31e61  tests/Extractors/ConcatenatorTest.php
sha256:db5c5e6ef7dae7c3032a4d50427da28bb4abcb63b901f761e95b44e463a85ce2  tests/Extractors/DeduplicatorTest.php
sha256:5028039b200f119f0ac338ecfb3117f63bc16ebb5b2eee4e9809aa69a0907d9e  tests/Extractors/NDJSONTest.php
sha256:99cd0cf177427dac2f43e00cdfdaa8e212e44e6e9f7f0235b0c8415e37078c06  tests/Extractors/SQLTableTest.php
sha256:ab12803f780b6a90248b578b570587de87bc915a5c4e76c3e6f189159c2d2c34  tests/FunctionsTest.php
                                                                         tests/Graph/
                                                                         tests/Graph/Nodes/
sha256:32698b4d1d9b7a4361027135264dca11eb02e2b83962fcb705bc5aaf1a2f9c94  tests/Graph/Nodes/AverageTest.php
sha256:bb3e7dc9fbbef83f445a4f7d276106555d77e2c20408cd85b9f69ef817e0b4dc  tests/Graph/Nodes/BallTest.php
sha256:c9f0b3776044ddf087cae5d5457caf6fa57e04097292c88454f9213db13feab7  tests/Graph/Nodes/BestTest.php
sha256:83643ba2b49c6fffec6a95d385016d52d6453b04e65983fea8ded3daa711a116  tests/Graph/Nodes/BoxTest.php
sha256:87eb66c3b1864d24200ddd4511f24feeede3a0b586bef193d45fd9258e355e99  tests/Graph/Nodes/CliqueTest.php
sha256:716e0ac289ee8c913bbac4db64f3bf67175e532ab438a594d5a40b61f8f7151a  tests/Graph/Nodes/DepthTest.php
sha256:7c7149f1c8be4709195505b4b7557b59e8b1ca6655d28baf0503ab5a35f03cdb  tests/Graph/Nodes/IsolatorTest.php
sha256:74854e499649b9e58d20b4ef3480dbea9a4cade987a515a8a2db4dce9c29f87c  tests/Graph/Nodes/NeighborhoodTest.php
sha256:40225db0d14b4b303c07a739baa7ea1e0eb2225e1a0a0a6269363fe0e195fd40  tests/Graph/Nodes/SplitTest.php
sha256:596a7b4674643f65ffa84d8603ce447d7e2a6349ea4c693c1b3b6d52af52bd7a  tests/Graph/Nodes/VantagePointTest.php
                                                                         tests/Graph/Trees/
sha256:cfd09d159bad7033b7ad3aaff14621da5c992943bfecb7e7e82a138ac6421c3d  tests/Graph/Trees/BallTreeTest.php
sha256:29f573b378fea14f6de7144bcfc6967a69d00999d099906f86e4a7661d286853  tests/Graph/Trees/ITreeTest.php
sha256:e0b4ba697c4337e956fae4a79c5911efa147e68fbf10767a705795c153e6f98a  tests/Graph/Trees/KDTreeTest.php
sha256:eeb86975841580ba4ea4ad4334a5bfc5488b0635295a31c18f14a008958600a7  tests/Graph/Trees/VantageTreeTest.php
sha256:b6c27c0ebcb37d6aa1b160f04a856a47ddea0cc3440d6b27968a028d473df661  tests/GridSearchTest.php
                                                                         tests/Helpers/
sha256:8d5d7806339615250ff10242ead23d7e6694896d0728c4f295d1d2711a44f54a  tests/Helpers/CPUTest.php
sha256:ceabf2fb9e916eee9ffe86cbea71aee277c1411b43e8e03ed0e2f5201bd90424  tests/Helpers/GraphvizTest.php
sha256:532bc37b9d5d2ec82a15c7608c9ca28873b27159327ee5da9d2203981ec8a212  tests/Helpers/JSONTest.php
sha256:56d6d3a3b48f0b4cd5e14230edafc53ddeb0d4681bc9a9d2a50c90792f7293fc  tests/Helpers/ParamsTest.php
sha256:89dd2fb77885fe7af901f27cafc2b3a2611c9a28ba2e39fd0226577f3613f10d  tests/Helpers/StatsTest.php
                                                                         tests/Kernels/
                                                                         tests/Kernels/Distance/
sha256:387039ef29cc03c05a870f8808cff9d74a145b71602e9e01095e53e08b918a45  tests/Kernels/Distance/CanberraTest.php
sha256:a85f09e7f5c436c83121afc44287bd78fc1636ffc269d630c449be77d13de4f0  tests/Kernels/Distance/CosineTest.php
sha256:42a8fee45f3eda5977dac55eebf57b834eeeca7e19c19749e23f31394b2b014f  tests/Kernels/Distance/DiagonalTest.php
sha256:8e55c768fd9321ed56f899ac471232707297993beb6e3139d9cfa4512753dc13  tests/Kernels/Distance/EuclideanTest.php
sha256:62e4da508ca5f217b0ae2e506b47697804584f71764728f787722e48fe164100  tests/Kernels/Distance/GowerTest.php
sha256:a7914ebd3b952d4249b26ad84abcb581a21adc2fff63e238a19e0f63c697045c  tests/Kernels/Distance/HammingTest.php
sha256:87be0c67247badbed89009d5169ede671567643a14e0e362695ac2bcff3fa757  tests/Kernels/Distance/JaccardTest.php
sha256:d0f358d62c442d9c77dbbb127b96c5fc582d2e1e853a31fe05e02247a8533af1  tests/Kernels/Distance/ManhattanTest.php
sha256:281a9948bc8681d66078435df1b363eafe04193f086043153112ac378d8c6516  tests/Kernels/Distance/MinkowskiTest.php
sha256:0294ff418ed0e34860765bddbe1a5cbe29d9ca2f3f981ae277f2c690217aae8d  tests/Kernels/Distance/SafeEuclideanTest.php
sha256:4e458008e8b750bda1a8b4f9b8c58fef71f7051357defde0c0ca314d82171275  tests/Kernels/Distance/SparseCosineTest.php
                                                                         tests/Kernels/SVM/
sha256:db4a660b645bc0f03f000883f6089b0e1b1680cb896502971c2641aad778565a  tests/Kernels/SVM/LinearTest.php
sha256:ba9df2f1c686d33ccd5dde8f6baeffd84a4059f91a61defd71e03587a7736196  tests/Kernels/SVM/PolynomialTest.php
sha256:f9423327bad468084441ac115c6594568d17654764dc569c85515ffab9d173d2  tests/Kernels/SVM/RBFTest.php
sha256:09fdc6ce418f8c101c8810e6b767a470fcdef1f6fc2340f0b7a4d8c3288bc2ad  tests/Kernels/SVM/SigmoidalTest.php
                                                                         tests/Loggers/
sha256:ea78cb2a0b69d09716f5c0751401d0e02344b8caca983a3d50882eddc3240c01  tests/Loggers/ScreenTest.php
                                                                         tests/NeuralNet/
                                                                         tests/NeuralNet/ActivationFunctions/
sha256:dc54bc81302619abbd0f0f748e43a62eb405b545112ce4e18023afa13c5acfa5  tests/NeuralNet/ActivationFunctions/ELUTest.php
sha256:c678ea446073c2331805380fc114651ce01fb2d126d1e7d63538abd837220479  tests/NeuralNet/ActivationFunctions/GELUTest.php
sha256:95586d33c5ecf667e8a95fe8390390014f1c7f0f0f4e0bfa72738a0c0b3b2af7  tests/NeuralNet/ActivationFunctions/HyperbolicTangentTest.php
sha256:3f297033fb82f77ef6679e03f21ed72159ba54783dc17f8d5707e6c73c085473  tests/NeuralNet/ActivationFunctions/LeakyReLUTest.php
sha256:656111c35a3a7256c3c3b08c08f8c49d2e24a7e7cdeff3320baaaa625600ffd3  tests/NeuralNet/ActivationFunctions/ReLUTest.php
sha256:8871c88fec82ea41e9863ab64c6eb5fe612f0e8ad40fb190afa13756e7a815b9  tests/NeuralNet/ActivationFunctions/SELUTest.php
sha256:99c861cd17d144ac439c927f62a36d569b2becec4ecbd292b7a7ce2713e74184  tests/NeuralNet/ActivationFunctions/SiLUTest.php
sha256:0d9878c155e0faf065df5a0bbfc9ee8968cceacc91c8b07c9c888c5b97e6eab8  tests/NeuralNet/ActivationFunctions/SigmoidTest.php
sha256:00fc212a13fb07138ac1aa5c4d439948e5fff513908206970e92522b00b89328  tests/NeuralNet/ActivationFunctions/SoftPlusTest.php
sha256:2653e7827fb83aab41be236de7f5dfeb4999cf5c0347661bcc5736c19dc145d9  tests/NeuralNet/ActivationFunctions/SoftmaxTest.php
sha256:f7befec0a77771fe2ef1d0f53255f19855b5d6fa72fe86bd55b718982255eedd  tests/NeuralNet/ActivationFunctions/SoftsignTest.php
sha256:9bbdde292086b7b5986de21f1aa4ab6ca842a4ab065f4f15b3da79bd9f394b17  tests/NeuralNet/ActivationFunctions/ThresholdedReLUTest.php
                                                                         tests/NeuralNet/CostFunctions/
sha256:2fa45198e7fd56573432c7dbf3aa03c52b3f949535705089eb68fdc7da5ca7ca  tests/NeuralNet/CostFunctions/CrossEntropyTest.php
sha256:d262e2bd7e090a72c48a69703f8cd3fc4a617f6d7229f8b0c9699f55f8bab1b8  tests/NeuralNet/CostFunctions/HuberLossTest.php
sha256:aff67fa5cd90bebbe52ac00d3f406bf7a5e9a1d7a61ac001f0935e1b2e93be1f  tests/NeuralNet/CostFunctions/LeastSquaresTest.php
sha256:fc44a3c2c37356c504a0118c7b249c41402c90bad369591f0c44f8255db82b1f  tests/NeuralNet/CostFunctions/RelativeEntropyTest.php
sha256:5cf84187a7c736c7063e1d8820008e7d1162f3787ac2f4837cf92d89e98e4823  tests/NeuralNet/FeedForwardTest.php
                                                                         tests/NeuralNet/Initializers/
sha256:eb5fda725e05e01433409f8e3735d2a2c57256c6664d7028f1c5fc3bec8df783  tests/NeuralNet/Initializers/ConstantTest.php
sha256:e11522ed205b6b49226d5403c42918f6276f7a5e1f79282d4bd5b9992a7db553  tests/NeuralNet/Initializers/HeTest.php
sha256:67abc7aab3c0a8ebd563827135c167fe413914f35f22a1e9ab85f65303dde182  tests/NeuralNet/Initializers/LeCunTest.php
sha256:177eb860ba16d2a03bcc1ad0c7444e94172c0f17a061c00ec309e7d64e8e1fd6  tests/NeuralNet/Initializers/NormalTest.php
sha256:8e29086492b9b07a196d5db6f6ef5d0ec5f0c33387e814d3a3ea5d0c95fa75f8  tests/NeuralNet/Initializers/UniformTest.php
sha256:d8e7771c6df03139207c1610eab46b17001a31974f227686c971aecad966fb65  tests/NeuralNet/Initializers/Xavier1Test.php
sha256:e07c360c627f4ccf4bdbf33e780aeb586e6f920da5e3413fc22a4645f4192a09  tests/NeuralNet/Initializers/Xavier2Test.php
                                                                         tests/NeuralNet/Layers/
sha256:37b0ee6f7b20f45114ac628ebede962fdf1706f89540165266482d0a4fdbdb4f  tests/NeuralNet/Layers/ActivationTest.php
sha256:6f7445a3a05f3b5b0a6bf78f82e574c4017e2464af58a70c4715f4d8e9e097d7  tests/NeuralNet/Layers/BatchNormTest.php
sha256:94e71e55cad61ccd7eb4725df0d4993c93a7d2609bb379ca0e56b44ecd4c7797  tests/NeuralNet/Layers/BinaryTest.php
sha256:16b42f06c84fd9011b99bc0b81b1c1dd90fc2b11b335ff6217038d5f441ea425  tests/NeuralNet/Layers/ContinuousTest.php
sha256:b0a14b4f208767f7d7e38f369382a30a35a518351ad9989cd46e5fb323314bac  tests/NeuralNet/Layers/DenseTest.php
sha256:9fa4abeacfeac1b8b9e463a03d26c9394151a43bf0ef97becff9a6eef67cf755  tests/NeuralNet/Layers/DropoutTest.php
sha256:724b64de8e0b39df890214b551950ee368e9fbca710a30a2adcc9d2114687736  tests/NeuralNet/Layers/MulticlassTest.php
sha256:3145f25de50b20376d245f9510c788c4adc9b36f6476d06461bbd7bc61ad224e  tests/NeuralNet/Layers/NoiseTest.php
sha256:db6f24eadd8c3abe6538b67695062a249f6e17e66b817ac6a326c9942a1f901c  tests/NeuralNet/Layers/PReLUTest.php
sha256:f0783d5be12e2c5793846ecc2ad14226d35b8351720780cea678c43453449a61  tests/NeuralNet/Layers/Placeholder1DTest.php
sha256:14425ec8736a33b24f3c5bd33e2a297dd6a50c544f54617a572e055812960411  tests/NeuralNet/Layers/SwishTest.php
                                                                         tests/NeuralNet/Optimizers/
sha256:5a747b1f84cd3c64b876ab43335e56d03ffffef3f058eeb90a94a6f75025a880  tests/NeuralNet/Optimizers/AdaGradTest.php
sha256:c389b001ebc7129148a7c0f36b5ffe3db640da0c96bd52cd668ef9763f122c8f  tests/NeuralNet/Optimizers/AdaMaxTest.php
sha256:50c87906669c1ecc3aea25d73c3e20895902b2e886f22f23cb1e98a28369daca  tests/NeuralNet/Optimizers/AdamTest.php
sha256:4a578951ede4594a8453c155375ad292c8a73e4d6cd4f67705e3cae3cda3e12c  tests/NeuralNet/Optimizers/CyclicalTest.php
sha256:b557a21c8b082291c0e2cd2c877f1de663e16853fa5e4040c698d78dcd51dc9e  tests/NeuralNet/Optimizers/MomentumTest.php
sha256:15061c2510ce12a05a3e167680bad54836437438dc9e067ef74f91ffa9879c40  tests/NeuralNet/Optimizers/RMSPropTest.php
sha256:e861b3037f19b2e413bd53b328bf4be0d9e16c80e00ada7b55175339edbd5605  tests/NeuralNet/Optimizers/StepDecayTest.php
sha256:04215a12d1f02ae37e9eb8da982a6ff0d834975778bd6ef862961bb1a36a3f76  tests/NeuralNet/Optimizers/StochasticTest.php
sha256:b1fc744da5f9db3ad4eb99ccf697b8002737c6cc1421c73254c6515de9c4d892  tests/NeuralNet/ParameterTest.php
sha256:f37c16e2ddaf968cf8f43ef1591de57efff0361956ea3f4a006180af3b2a802c  tests/NeuralNet/SnapshotTest.php
sha256:e35b96c86ebbf73f8efa85000b1d408088e5b01e17dd4aa6d93c708297613f71  tests/PersistentModelTest.php
                                                                         tests/Persisters/
sha256:f403094e1a5f068d20f5279e3d13bace0a1a36d2c6183662697a7ed29fc7be1b  tests/Persisters/FilesystemTest.php
sha256:920674864dd403c94923d9e173edf7e13e53680e146827e06962fc2de9dbf293  tests/PipelineTest.php
                                                                         tests/Regressors/
sha256:0a74e24a8a0d89cdff323ec1c3c04f7ec9238e7029e82edb3f6fef748dd417fb  tests/Regressors/AdalineTest.php
sha256:d6e0a03671fe85afcf3af1d8ca679660866e0e52a9d0839d9b3b89ce076837c9  tests/Regressors/ExtraTreeRegressorTest.php
sha256:537a5bc42b3869d1b5f75739d6f58343ab18dc609864a262cc86e2dd1b036f2d  tests/Regressors/GradientBoostTest.php
sha256:38f099a137fba0aa91987284c1d06601cd4049d7235ff41bfa24d1d637e7223d  tests/Regressors/KDNeighborsRegressorTest.php
sha256:90e2c7eb1539eec18d1ec7affe41308ca6f6b5c63715dc9e40b00222b2798355  tests/Regressors/KNNRegressorTest.php
sha256:6444b63b516e16c6bde87807f4847590bb8fc599e75ea7b20cf38c4768ecf472  tests/Regressors/MLPRegressorTest.php
sha256:609bf3a767cfc4955c11da0d0105c8d42b420c6a5acb399c31a0cab9e6587a3d  tests/Regressors/RadiusNeighborsRegressorTest.php
sha256:653fda730d7b8551656286e0e4d43db4679283e47997c675bf60aa7e025d90ca  tests/Regressors/RegressionTreeTest.php
sha256:4984a917ef4e3a53332293765441bc1cb387cd9e678e31dd0fc78ec4f0b00aca  tests/Regressors/RidgeTest.php
sha256:2a294bc1c647338cb1f24586b5baf4a1e5811051fa8ddf819c45dcff16f11ec7  tests/Regressors/SVRTest.php
sha256:720292e65bf9aff10315e27cb6a526db4d4e5e8b69ddddf3efa8797fa389cfc0  tests/ReportTest.php
                                                                         tests/Serializers/
sha256:2dfde2544589101d1c13d770c00e8e2edea275b0948c4de282b86166512dd383  tests/Serializers/GzipNativeTest.php
sha256:fefa4a727cd681c5004556500478d892db6e1513a4c6c0601a715f39ae898b53  tests/Serializers/NativeTest.php
sha256:d1d80cb70a5d502595f3ea644733b8701d1f1498a66c6811a5c95d731f23bce9  tests/Serializers/RBXTest.php
                                                                         tests/Specifications/
sha256:6333ca62274c123691171b95528255b4fb6c9826ea030606c3b888b72916b31a  tests/Specifications/DatasetHasDimensionalityTest.php
sha256:f61f6b3a6e3c58ff03c79d71ae35330df759df6d519aab53c5591c43087401ea  tests/Specifications/DatasetIsLabeledTest.php
sha256:491c5ecd4fdbc72f4e74bbb226c56cb00c749d46ef764216586f38d034af9364  tests/Specifications/DatasetIsNotEmptyTest.php
sha256:eea6b89f70d71fad36778a50c95798694fa83fc223bf6fc7d244b4c3e1722a0e  tests/Specifications/EstimatorIsCompatibleWithMetricTest.php
sha256:599c423d9c93fe5f5f480eda722504e2e6f4f62e4a1b1c08905f8fdc6b5a3d8b  tests/Specifications/ExtensionIsLoadedTest.php
sha256:819a111e6c39694625b5f49a30669f546613497dc858aef0ee665433d809db2a  tests/Specifications/ExtensionMinimumVersionTest.php
sha256:c32fd67dea80232d9f0b130317f03e5d4c25b49809c0abd8f9fac000d4918311  tests/Specifications/LabelsAreCompatibleWithLearnerTest.php
sha256:4a9950b2b8ba83d7442a58dcec9a68d021f4fc2564f7ea160068dd43fae4c1cd  tests/Specifications/SamplesAreCompatibleWithDistanceTest.php
sha256:63adb98559035a36e337b72c7fbeb4c5d97b1456f99b39699aec6ade65d0d6cd  tests/Specifications/SamplesAreCompatibleWithEstimatorTest.php
sha256:b36962df5a26123044549d865366a81bc0724dc084789a3555906e9fce74a6ab  tests/Specifications/SamplesAreCompatibleWithTransformerTest.php
sha256:eaba190d00f8481ba6e7b275dacc78570bd2905884e603d0e2675c9777cc7fc8  tests/Specifications/SpecificationChainTest.php
                                                                         tests/Strategies/
sha256:d71fb1643d20e716c656a3773045cdbbc2026ebed60f7a8c5c8798757dac932e  tests/Strategies/ConstantTest.php
sha256:ce6a4e07a325cc944ab97764dc78197b1863411a9a5dbe60517c7218e401346e  tests/Strategies/KMostFrequentTest.php
sha256:468a785175047c37ce504cee175f97e02d6d70b35bd93327f81a1021f8f848ac  tests/Strategies/MeanTest.php
sha256:665609ee8f868f8bec0532ea319e0d5d89dc49feb721afeedc646cb7d4692f97  tests/Strategies/PercentileTest.php
sha256:e9ac8df967d6166b5ab043942e9157f54a7a5e290ef2c93c6aa3d988304fc157  tests/Strategies/PriorTest.php
sha256:76ef15a32ee583e7a18d7801d7f798f6791b64e6bab4137850b2b6d1956c35b3  tests/Strategies/WildGuessTest.php
                                                                         tests/Tokenizers/
sha256:6717f5e03905cd0ffeae4d689dd96d05be19a587ce687d6e07c7ebed041599ca  tests/Tokenizers/KSkipNGramTest.php
sha256:867abc5c2b9b1e41a51346331962b110a0f2d31406604e714f8abba0b76d6aae  tests/Tokenizers/NGramTest.php
sha256:9dda3abd5ad1f12318189c88cd6ce3f97c56b732f174764644092d0a0e67abf3  tests/Tokenizers/SentenceTest.php
sha256:6415f008f3dcbee0cbf1edf8099e192a4dde4d1ac4f566e1733140e3acae9b1a  tests/Tokenizers/WhitespaceTest.php
sha256:c8a00ff387ad308288ba20619bee9990fe3cebac52e6239390f417140f83a109  tests/Tokenizers/WordStemmerTest.php
sha256:8dec36558f6ee4318c632940d6ec19e26cf9f85929b815fe5d5929f0c02460e1  tests/Tokenizers/WordTest.php
                                                                         tests/Transformers/
sha256:6d08940fbefc5f2ef3d542e95fa371545a11dcbe31408c1468b60ffa568441d6  tests/Transformers/BM25TransformerTest.php
sha256:7921a00f0984bccae1c7153334c2f924c902f89e5f0e0414f0b77f3db9b59dce  tests/Transformers/BooleanConverterTest.php
sha256:11f3214f876f142ad528df4b48e812b53490362188df58fe1ecce08bdea61a09  tests/Transformers/GaussianRandomProjectorTest.php
sha256:3e1d6d9052db7545260b48d8441f4ccb83339bbd6d6ff382dd834ae2beb2ce9b  tests/Transformers/HotDeckImputerTest.php
sha256:817f1d240218c1c4a6f4aadfda139f638ab45e06c43211c1d09fb55eef179db9  tests/Transformers/ImageResizerTest.php
sha256:b3ce31c35ae9b1a2a3f763b8d1653ddd9c3e5e2b518c3cd6afceae4fcbacdd78  tests/Transformers/ImageRotatorTest.php
sha256:ac905eb89be4b4406d7beb4da9e8054291e6d09184ad76568ce6bf165900743d  tests/Transformers/ImageVectorizerTest.php
sha256:659770e50be5d22593b74f4577645ff1cc480e4ab7ac101a4e42d1def0ac42b0  tests/Transformers/IntervalDiscretizerTest.php
sha256:3e1b132b16ff646666bae997b7be59c09f53fe3e5a1043d65fe29df4280c3701  tests/Transformers/KNNImputerTest.php
sha256:a4ef30b18d581857746ec363803e0c4b6a290f4549b56cf3a7b9887e25670745  tests/Transformers/L1NormalizerTest.php
sha256:423a2f276ba6a22a27a59ed15f64ca5feac43b32391e91c7da6b8e17c684541e  tests/Transformers/L2NormalizerTest.php
sha256:a0de1a1d72dfd81b5fe72a69938821043cf0f0843c9376d92d18306f92c26ccd  tests/Transformers/LambdaFunctionTest.php
sha256:ddfa98fa2557f0d6e7b491b7c8d3f069c6868a3ff2d0320866b20ac4b947799a  tests/Transformers/LinearDiscriminantAnalysisTest.php
sha256:2e46cc9590f19facc422e66931e3b2423b55252c3bd5b0dd9cd56af4ac01fd8b  tests/Transformers/MaxAbsoluteScalerTest.php
sha256:efe94385db79e884186af14e46671ada784f2cddd112da0486652abbb594729b  tests/Transformers/MinMaxNormalizerTest.php
sha256:32181f556561be8580ad96af9483f75557072add442e024449cee6c31d449cef  tests/Transformers/MissingDataImputerTest.php
sha256:6ca7c94dda7e9cd44fde06e62f5a7eda211b58deea6a2be45c687ca084e16f65  tests/Transformers/MultibyteTextNormalizerTest.php
sha256:aeff5dabd2f9cd80bc0ad4515ad66988a404b2ec70d4077e2b17ee6ef37b93da  tests/Transformers/NumericStringConverterTest.php
sha256:c78247338a569079fe0b933e38b85126c1e5454ee6f4a0684ed9e3febac3a655  tests/Transformers/OneHotEncoderTest.php
sha256:032e6f72ec773c01780e2669a66555bcbe29bdf868581c8f732c7da1702f8401  tests/Transformers/PolynomialExpanderTest.php
sha256:af53e6841cc59a87e1c4c151fa06f6c5ae29cfb0d260e0dc5da2c8b93799894e  tests/Transformers/PrincipalComponentAnalysisTest.php
sha256:83c943a58ac0cfbf275e041a92b52261433b60ce2976c1dbc946868d060a5008  tests/Transformers/RegexFilterTest.php
sha256:87000b23933e0d1eb6c8602eff74be0fdc74ea3fe5a6e6e7a02d4b41d74c289a  tests/Transformers/RobustStandardizerTest.php
sha256:c19ebf53bb6735c210ba9cf25a92afc7c5f95a11d20c57e676656e28ff24e7a1  tests/Transformers/SparseRandomProjectorTest.php
sha256:ce3b095fb9df83dc4f195200839374b8dd15ef98e9b72f804f6be63e009c4a15  tests/Transformers/StopWordFilterTest.php
sha256:c2d9e59db35cfde20cf2d112e1654407b78276741a49718271a062253091425e  tests/Transformers/TSNETest.php
sha256:7bdb533de40e6db443787e3feb4742eeb3f4d1f70a91007b43f345609f27324e  tests/Transformers/TextNormalizerTest.php
sha256:ed4f2a81ac5307474e5cfc62f83c741013198424a388619ac53b09bb0db28fe9  tests/Transformers/TfIdfTransformerTest.php
sha256:560c9cac280645518b73c5857d605d39756846289ea96cffa1568a81bf382280  tests/Transformers/TokenHashingVectorizerTest.php
sha256:fe39031fce8b281346588d2daaaee4651459cef74bd46521922f768131a798d3  tests/Transformers/TruncatedSVDTest.php
sha256:56399dd434a693078f4aa2cbf3c7326515debf657794c6bdd17e8e299ec5b9e2  tests/Transformers/WordCountVectorizerTest.php
sha256:8a52e78b1b0ec830278866f6eb0dba6850da68bd38283dc94e961b76e41a858e  tests/Transformers/ZScaleStandardizerTest.php
sha256:2c08cd09a99a37c4f9305ae9c42ecea7acd58c48c92a515236562d4d6289f820  tests/test.csv
sha256:d4ca72a7974fd3ddc58ffb00f59ea9ccab150196a6f47451d0d6c707d9a40151  tests/test.ndjson
sha256:2ecaf1d4acd64efef046e2321d79187f3a9f2e3d7eca1da1f29e5a569014de6f  tests/test.png
sha256:4de62b38872a503522948fda5ec39b4950b6b46f056e3af93bcafaf80b98e270  tests/test.sqlite
sha256:0a90fbe54de3d639b5dc9d9a8e619b2845530cebad45e2ea53158188c63e7878  tests/test_rotated.png

Return to home page.