rumale-0.13.8

https://rubygems.org

rumale

quick gemspec

.gem

.gem metadata (gemspec)

.gemspec

homepage_uri
https://github.com/yoshoku/rumale
changelog_uri
https://github.com/yoshoku/rumale/blob/master/CHANGELOG.md
bug_tracker_uri
https://github.com/yoshoku/rumale/issues
source_code_uri
https://github.com/yoshoku/rumale
documentation_uri
https://yoshoku.github.io/rumale/doc/

id: 1216324

number: 0.13.8

platform: ruby

spec_sha256: ab17e2e63b1554905d00990fb3fc05d7ce82ef8151e8985d6dbd25e82f3b6871

sha256: df2957de72f4fbab66ce7d8ddc7a0888e05e6e3b1c74ee53e913186352cbb0be

created_at: 2024-05-13 08:32:29 UTC

updated_at: 2024-06-13 04:51:51 UTC

position: 47

version_data_entries_count: 122

uploaded_at: 2019-11-08 12:31:10 UTC

indexed: true

has_extensions:

extensions:

Gem size: 85 KB

Version Data Entries

Total: 122

Unpacked size: 519 KB

Full NameModeUIDGIDMtimeLinknameSizeSHA
.coveralls.yml1006440024 Byteseeb6787d352f62d278c0f5efaf8a4f92c601528b15d3254b41a08147fa73d4e8
.gitignore10064400244 Bytesf5c672ee2e8ab40db4740fa97720b16d5a1b5df9e2b09441f869fc0a6a4dfadc
.rspec1006440053 Bytes06245e25d7cf46b4fbde27b5faa0df0d4110e11918eeb5848de4ab2aff897b59
.rubocop.yml100644001.04 KB23e8d165b99dd8c4ba53dcfdc1bcee52ea84036e43a8012f5b2fa22b46e83ed7
.travis.yml10064400212 Bytesf2fe6740f910d59103549ddf12e0b63a9eff4aa8e3d797267508c9bae7534e1b
CHANGELOG.md1006440013.1 KB7fd334f50fd2925e0b486667c4b1de8005bd6ec9388e3da49084d5937d1a56ee
CODE_OF_CONDUCT.md100644003.15 KB1aa9c5f84a0dc80aa67732c321140eb5314c8afdc8cb8f5df2362f75bae299f8
Gemfile1006440091 Bytes0ad27ff89a38203462224f25c51307b9074ffb98555489f857ce94cd8ea12a76
LICENSE.txt100644001.27 KBac2c6f693c6d82081d1773f8b85610ba89ea6bbb7f3cdc4416067d4c25ae7a85
README.md100644008.79 KB8f81dd79b862333d4e48400967ce0def5b033ccc9d81e43307b770b1b19cbe66
Rakefile10064400271 Bytesfaceacc2d24b558f8cf16e8dcae5bbcbb1ae24101fc483b195e81be2a4d8404e
bin/console10075500341 Bytes77de86873cb691886287473f05eae8f59a70f04520168ce68e64958643bf86c0
bin/setup10075500131 Bytese201190bc24e9f00849b3efa5fbaece2cbf069703232e50c7fa15d41c47f2ead
ext/rumale/extconf.rb10064400622 Bytes0c3594f8517b8a621e50dc77e24d5b7bd481442baee12d6f212f4addab6b620c
ext/rumale/rumale.c1006440018.4 KB4bd1d6c105a05c121a6dd0717fbfefb34412b751d48becbe1e64d5b8fb1c9b5a
ext/rumale/rumale.h10064400169 Bytesaa64b88ed09f25b46babad3359fb00e437f27785db3e288715b315f65c77a818
lib/rumale.rb100644004.48 KB849f9c14f8a7db9105dc6bc293601d0b6a7bcf458e8f056e33ac4be7eef5f0f9
lib/rumale/base/base_estimator.rb100644001.31 KB80d321536874f1ef758c0294107ffc6ba840a93888215b8761f721f285f4f6b3
lib/rumale/base/classifier.rb100644001.05 KBdade0a41214287b0e4a6fe8c01ca8394da78e5226e88c4070a363921e89de32e
lib/rumale/base/cluster_analyzer.rb10064400939 Bytes8fcef496ad6b86a4b96a6dae3bbbc95432aba51556d880885860ad0d67d0e9ee
lib/rumale/base/evaluator.rb10064400374 Bytese7eb358d56f842520aa13d9a65d04239d1226f1c6bf8c60a29b59ff3df4b8ac8
lib/rumale/base/regressor.rb100644001.09 KB8ed2b82599d42a8f28e122c742eb6670c93d1cb8d37ce8b5f349033f28e3d2b7
lib/rumale/base/splitter.rb10064400462 Bytes398d4ce610eeb6c47d7717e3ff9d864006f7495248ba4805be14a598ff54daac
lib/rumale/base/transformer.rb10064400564 Bytes4666586bbdea68a8217fa27e4f52daedd515786227f70df86a7f1e5fc291c1c4
lib/rumale/clustering/dbscan.rb100644004.99 KBc748a2b18dbef3098e48075f0289df7daf08d9be9bc7d916607efd00dd543fcb
lib/rumale/clustering/gaussian_mixture.rb100644008.93 KB5fffb1122a99aa396933471c859c47ef62c9dbff5663ec6ec2dc0b34f24e2425
lib/rumale/clustering/hdbscan.rb1006440010.8 KBaf2f81a02ccbfc0cd4b034c682a1413528cf30f0bb6bb0223f095364bf5d2288
lib/rumale/clustering/k_means.rb100644005.19 KB31d4d2f7498e8446dc37adf3bdee3c77e663263c8397c85a737950fc3dee7f29
lib/rumale/clustering/k_medoids.rb100644006.55 KB9d79adb7508563afcc013a7d430f394ef218987f0782e99ae6c97c410aa5abe1
lib/rumale/clustering/power_iteration.rb100644005.8 KBc8bdf5498c00ff03e9e57d6a15eb1a0d7ecd20f4d246d7904701a58c0bbbeadf
lib/rumale/clustering/single_linkage.rb100644006.78 KB4c3b1faa80c9071b63547837f895c46165c590c2daf33af0d19fa930ea63e227
lib/rumale/clustering/snn.rb100644003.46 KB68b37dd6f143b73362338473bc25c121c04b556a5fba6217de2c0c3810532be8
lib/rumale/clustering/spectral_clustering.rb100644005.91 KB3ae7be91645ef759b80bae22d10928328b5401d128f8c037135a07d1d8bfeed0
lib/rumale/dataset.rb1006440011.1 KBf4e2d773f5a0629e16bf1614b41ab91d109f10e0fe982060b886046880515f60
lib/rumale/decomposition/factor_analysis.rb100644006.52 KB5733fb0b7e89b2001248544e29ff16b883651e07c41142a0d8138a3e769f8dde
lib/rumale/decomposition/fast_ica.rb100644007.65 KB77c658867919d50f2e7897f3313f1e656bd3cd8d40ec6cadf7fb088175052080
lib/rumale/decomposition/nmf.rb100644005.17 KB7f7be8c5f611eafeb00af8eb2acd301ae51f6bf5fce257557486880c39162df2
lib/rumale/decomposition/pca.rb100644006.11 KB9aa9305e8cac49ba05fb79ea387b5fdae2669640156b07c77dcb55bf6d482d4b
lib/rumale/ensemble/ada_boost_classifier.rb100644008.69 KB825ebae63dfe66f16417cd3785b46fd30858218b747677813ad3a558d9514482
lib/rumale/ensemble/ada_boost_regressor.rb100644007.97 KB9e913dd24742cb6cfe92c0cb9277498a87cf1517bbb8260c9f2bdde80dc53f40
lib/rumale/ensemble/extra_trees_classifier.rb100644006.69 KBb3442d81293adf557b53e8310ee78744faaa2bd8e72cf7ec6bde0ae77d51af7d
lib/rumale/ensemble/extra_trees_regressor.rb100644006.2 KB05b310dc4a7fd93e7f13b58d687fdd686b9a1e80b936d6a61db1598ebe70ae1a
lib/rumale/ensemble/gradient_boosting_classifier.rb1006440013.1 KB8007a7579dff32fd1a8ab27cf6d8a081f9d06644369744971a00bbb3c5258342
lib/rumale/ensemble/gradient_boosting_regressor.rb1006440010.6 KBef6977ea25693afca61d1031506149fc2277ed0287863569ae2bb034cb2d30c1
lib/rumale/ensemble/random_forest_classifier.rb100644009.11 KB69982e7e63aa2ae6ab3f3ed060870116e2ba99f2e0b8846030bfc31c6d50bfb0
lib/rumale/ensemble/random_forest_regressor.rb100644007.5 KB894d08dea510e14049d1425051af414c306a1df1078a091f8ab4c8fcfd31cc82
lib/rumale/evaluation_measure/accuracy.rb10064400918 Bytes02fb304f6bf69d49ac70ce9449d9f280a3ff9a3218126ab63145c0eb800b8de8
lib/rumale/evaluation_measure/adjusted_rand_score.rb100644002.5 KB775b03a01d7cf4b3e553a844c1c4ff0d0f02fdf4a1e0b6df83b1f19ea3baff12
lib/rumale/evaluation_measure/calinski_harabasz_score.rb100644001.81 KBc8ab93090dabd92e6df136b476644c4608679478b04792f912a2ec95cb69763f
lib/rumale/evaluation_measure/davies_bouldin_score.rb100644001.88 KB75891bc7f09896f61edbcdf8895dbe3795d82fe3e95af85a5258b09a6f9d94b7
lib/rumale/evaluation_measure/explained_variance_score.rb100644001.33 KB951f5a8577ca757893d3310bafd4cfe7cbc8500c1bc851fdac4ed6d091a28f11
lib/rumale/evaluation_measure/f_score.rb100644001.52 KB831318cda8341eb6119d84d05918a30912660fb99e68047f47e17aaf43c3c787
lib/rumale/evaluation_measure/log_loss.rb100644001.87 KBcb51b191e56c06628f9597cc654463a2bdf6e2c1516129b122bc98d52461da4e
lib/rumale/evaluation_measure/mean_absolute_error.rb10064400952 Bytesbf9cb0e2d8b9bb13f5f37f61e58652042d6ff8f4eb8c100bc58c9978df636337
lib/rumale/evaluation_measure/mean_squared_error.rb10064400947 Bytese1add278a67e16cb7a9075e3e0f28ea99170667899588e0a6fe9622706dd8709
lib/rumale/evaluation_measure/mean_squared_log_error.rb100644001.01 KB1b8d3b4d482a7467d6bfd506084ec04ac767a9c6ea7c43c2447b9ea1b5c78ad6
lib/rumale/evaluation_measure/median_absolute_error.rb100644001.04 KB0baaaee105a955164f72acb40e0cf7b9c2d7d05c42014498a4e8a54417f0b876
lib/rumale/evaluation_measure/mutual_information.rb100644001.78 KB58b5a8fca7105416bdcc6ad135a49f1389c5ecf9b3c712aedfc050cad0bd3f5b
lib/rumale/evaluation_measure/normalized_mutual_information.rb100644001.83 KB6934435e44b7d94c6aa243517bb89b18e7b2a8e91e980598b1071f77f9dca17a
lib/rumale/evaluation_measure/precision.rb100644001.55 KBc9a1d30dfc2abe3bb12d506161249870687fbf9e203ca76a095f4c618f765fa0
lib/rumale/evaluation_measure/precision_recall.rb100644003.53 KBce8fef098222fdb82cbef63f132be53c2cc8239855739eacff5aa8423ec8171c
lib/rumale/evaluation_measure/purity.rb100644001.24 KB6a23e1c1c74f85d80bdc02eb7d285e2232fbf38f0f3fb7d3b5a5300852c56683
lib/rumale/evaluation_measure/r2_score.rb100644001.5 KBbd647e5564a62362d6e79d3df2117d0fa1c829027677844b9f7f444a9351a40a
lib/rumale/evaluation_measure/recall.rb100644001.51 KBf0ebcfbd3207751458e89e7419e6360b0d0ab42a50d77ecefa00875d04cc8711
lib/rumale/evaluation_measure/roc_auc.rb100644005.21 KB93416eb62a452ecc3ac8ae48d70a5af31174532e5bc9dec5c3b210a08820be49
lib/rumale/evaluation_measure/silhouette_score.rb100644002.86 KBb716b2341ef498fce6644c5712d7b6b89134362ced029eec15161b7e3fed3086
lib/rumale/kernel_approximation/rbf.rb100644004.42 KB68f39eaf542fea2b36f6fd3779aa5c27c57300be97ef9edbde3d1a786a0e2692
lib/rumale/kernel_machine/kernel_pca.rb100644004.47 KB93c333f71402f35f62d6e1b5e0fb616d3a998ebb016f8e1d65f1e34282d076e6
lib/rumale/kernel_machine/kernel_ridge.rb100644003.57 KB4cf8ce16ebeb380f588698df239a6c1a6f2fce1c4a39c0980fecb5e2e5d70494
lib/rumale/kernel_machine/kernel_svc.rb100644008.47 KBe739d0f21e79c5465a50d568c7412f1379bb16206bdeb732b4ea5e62f56e6365
lib/rumale/linear_model/base_linear_model.rb100644003.57 KB06b99b722f7152dddc1e48f81ac632169ef0cc400f04112e24c993c9d628cdb2
lib/rumale/linear_model/lasso.rb100644005.54 KBc159251a721932efc65d64dfb9a2832f5bf97639c130dd460a5a86acc2a1d899
lib/rumale/linear_model/linear_regression.rb100644006.14 KBb5325cfeee04df715f2e583c1cb57cc27f734a9f2d5773005d402360fffac5df
lib/rumale/linear_model/logistic_regression.rb100644007.13 KB41d4b9313135d1bbe731422cb896a600bbd26e05fe30b8d3745fa63cbb8340da
lib/rumale/linear_model/ridge.rb100644006.21 KBefaddee06f864f8be9225adad3deadf4e06215b327f4849d951f384b42a0dd95
lib/rumale/linear_model/svc.rb100644008.25 KBafb66cf4671127f2e7ca0e13ec7080edec566bda6c2f0c7863555abe8aa74da6
lib/rumale/linear_model/svr.rb100644005.38 KB632fa97b1906f71aa4c34bcd017eced46223ff9a4487adba9a1815769b2ce0ef
lib/rumale/manifold/mds.rb100644007 KBf3140a5ab8f7594a31353595baba6ce6318bca20fa8a3ff1712443d4dba797d3
lib/rumale/manifold/tsne.rb100644009.75 KBaf6df560342fdda4c5810c5509e7d87bbe1ccad7919e82be83b4cbcf488773e9
lib/rumale/model_selection/cross_validation.rb100644005.34 KBd29127798c7e48a7e499bc39a75574061b2cb76d113a46df0b540c04d2a62ec5
lib/rumale/model_selection/grid_search_cv.rb100644009.72 KBd3c6c4e3d8acaaa97412d881d3b8595a6457bd56d3ffeec1790c44275b13c76d
lib/rumale/model_selection/k_fold.rb100644002.98 KB5a8f9385a8ab35e7795917dce7a3bcd4334eb17af99e9001d48c85b96a6df93f
lib/rumale/model_selection/shuffle_split.rb100644003.84 KB0332a69f1758abf39fea95f949206d21bb4078a2a334e5955af44a7afd6d0be8
lib/rumale/model_selection/stratified_k_fold.rb100644003.86 KB3608582e2cf22298b09c3af4843fb47fed163779a3e34a7b755eef710ed8ea03
lib/rumale/model_selection/stratified_shuffle_split.rb100644005 KB91229e8ef938cfeade9d53cdb19c5fa148bdd87302502957d2302e7859843555
lib/rumale/multiclass/one_vs_rest_classifier.rb100644003.67 KB4d11328ecc463213c632306b80f4a76646e05ff51a8878b74bbb9d1fa573933a
lib/rumale/naive_bayes/naive_bayes.rb1006440012 KB25df690c9db19e4558c819ab0a3fdd96d260357efa6df1cffc384a9e8dde135b
lib/rumale/nearest_neighbors/k_neighbors_classifier.rb100644003.98 KB91e83d58813f13bab6a967818d2bc2c2696d5983ed27fa257c34c39e634326ce
lib/rumale/nearest_neighbors/k_neighbors_regressor.rb100644003.22 KBb00aecb3eb2baaec1bb6a689a9272ac6561c9b5510a8265f258395d80d6f7ed9
lib/rumale/optimizer/ada_grad.rb100644001.95 KB4a7e62aea4f8ce8b1d89f628efdd497c0fe457184bab47381894760be6baa687
lib/rumale/optimizer/adam.rb100644002.74 KBe212d2569f0304ac4f9d5f7abafb0d6c6ce27820c6e3c6e53426d300379d5d34
lib/rumale/optimizer/nadam.rb100644003.35 KB6bac2b7a385d5054df8ef7e0c057a707e76bbac38c716e79c12c70da55370cd1
lib/rumale/optimizer/rmsprop.rb100644002.57 KB18ed4c9ab1f7e1362d3e14f21cd29bfcab610df75ab1ada6129105d13921897f
lib/rumale/optimizer/sgd.rb100644002.16 KB4c14bfda1ca6a69d749d09353c4d9fad6a0b847b21f4aa2ac160013229e54cc7
lib/rumale/optimizer/yellow_fin.rb100644005.62 KBb7792444662350223dd9f9d7d7c734f96178e4a416693c4648bbff0259e4b402
lib/rumale/pairwise_metric.rb100644005.22 KBe945fb90f94dc91da6d66297bf6c6553553d707447ac9ae66b9ba9b11102787e
lib/rumale/pipeline/pipeline.rb100644007.69 KB3564b36fab71fb05acb51d8e4e720f0b5bcd1b2ee9a29bdfde030d2da0b24b73
lib/rumale/polynomial_model/base_factorization_machine.rb100644004.46 KB086ca3333011d27151d42b443438f41e1c35cd5f41078b3a27284c00ce1c5ecf
lib/rumale/polynomial_model/factorization_machine_classifier.rb100644008.88 KB1e334493b00399cafb65eb5bf385adef94e3881fd0333a9abc02f546abffb940
lib/rumale/polynomial_model/factorization_machine_regressor.rb100644006.02 KB8ff069c1635ff088c9655ff7f62e1737c76869cff7241d29ccfd7b5a31cd8040
lib/rumale/preprocessing/bin_discretizer.rb100644003.34 KB31d21a9f14f7ce9ca8a14cde7f9cf81d7788a522edf272e6105850d94279a0bf
lib/rumale/preprocessing/l2_normalizer.rb100644001.96 KB1db6932cb4e968e16f2148d07866ccbd40ad802177b6f6bca9ae8465455c8429
lib/rumale/preprocessing/label_binarizer.rb100644003.29 KBa905b051e8ecac5bfb8666757c9a7cbed40a46bb6ef383b9057b423204e83c0f
lib/rumale/preprocessing/label_encoder.rb100644002.63 KB6734fc2ad7276e37960f23c8d62ca8caf7897ef3f8cdfec995f60cdd040be511
lib/rumale/preprocessing/max_abs_scaler.rb100644002.38 KBaf43bde7efc21567ff703d9d54009f1dd315affcbff707f1cb3fc1e5e3502868
lib/rumale/preprocessing/min_max_scaler.rb100644003.1 KBaf01d90af2d53d3d9a4c870678007890ffbeec7edac772a9901376f518148a5c
lib/rumale/preprocessing/one_hot_encoder.rb100644003.88 KB769e9a4e679125a20e850e5e3ee49566912fbd7f8a5e503c37f22fb4e961e432
lib/rumale/preprocessing/ordinal_encoder.rb100644004.52 KB14ac06e9cd2352175386b1ce2006e935ebb610b0e407458ea49a9d03dec2709f
lib/rumale/preprocessing/standard_scaler.rb100644002.68 KB178ec6c728a24a194b2e95ba34854566b40caa17c0f5ce0265fcffa7c92cad9e
lib/rumale/probabilistic_output.rb100644004.63 KB0ab710eac820a6a1f8073fd18b0c32acc6f0590a05a648d872cf1113283fbf75
lib/rumale/tree/base_decision_tree.rb100644005.57 KBb390eafb3776885f8445c9db22eb5d04c9eb0971fdb2e5bd44869a9287073a70
lib/rumale/tree/decision_tree_classifier.rb100644006.33 KBca760d49a0bf6af28ae48fd569b6b7b2daec24f374756a69f0ac86c30c9224b4
lib/rumale/tree/decision_tree_regressor.rb100644005.07 KBe3b6f5505b535ec92e155573c59f8905a3e0a38fddebc9116ead191c6f763d89
lib/rumale/tree/extra_tree_classifier.rb100644004.72 KB5b50b763eb04078778e720c9526040e240dae627699b0618e4b9825c33849229
lib/rumale/tree/extra_tree_regressor.rb100644004.28 KB379aa8ad5df8a0591160b7a5cc7b057b7c684ef8559965808bcadb4d815d6cd2
lib/rumale/tree/gradient_tree_regressor.rb100644008.64 KBdb94003d18d5e7a17d5750b47ebb66bb5af3d2c6f492de6ade1b3845812f3e8e
lib/rumale/tree/node.rb100644002.3 KBacca5d5348c1b8c3834629350bc29dd3d2e9f66505cafb545172fd931c86f9d1
lib/rumale/utils.rb100644001.04 KB3a8c0d138a78e841b713d12f8fc682e1794e5ae93d6038a5b5405e0804365e72
lib/rumale/validation.rb100644002.44 KBa6a69993b3f4a997b38e57635570110c667a1fa64b9239f30ef5755b22ccb73b
lib/rumale/values.rb10064400225 Bytesb83bb4614fb67df4bff105cae196272c20564e8875e8fd65d4323876ac0ef0aa
lib/rumale/version.rb10064400159 Bytes92ce9247815f4785fdc1758a74583f07a385bc313d4b4dff8c85f47f6cf10263
rumale.gemspec100644002.41 KB261362c9441db81460232ff0847e8d51fbb3d2dbbb69c0c78cb7cf9bef147dea