Wheelodex » Projects » dreamml

dreamml

View on PyPI — Reverse Dependencies (0)

3.5.4.1 dreamml-3.5.4.1-py3-none-any.whl

Wheel Details

Project: dreamml
Version: 3.5.4.1
Filename: dreamml-3.5.4.1-py3-none-any.whl
Download: [link]
Size: 465183
MD5: 35a00e21b1a8c4134d44ab480cb61426
SHA256: e7b0c50605eeb0f18de8d6aa6d236835e6b76b9c585ce53c0611827e2baa37fc
Uploaded: 2025-02-04 23:43:08 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: dreamml
Version: 3.5.4.1
Summary: Framework for creating, running and validation of ML models on tabular data
Author: 'Nikita Buts, Nikita Varganov, Alexander Izyurov, Ivan Plotnikov, Maidari Tsydenov, Evgeny Tkachenko, Ilya Ivanov'
Requires-Python: >=3.8
Requires-Dist: torch (>=2.0)
Requires-Dist: numpy (<2.0,>=1.24.0)
Requires-Dist: numba (>=0.58.1)
Requires-Dist: pandas (<1.5,>=1.4.3)
Requires-Dist: matplotlib (>=3.3.4)
Requires-Dist: pip (>=22.1)
Requires-Dist: seaborn (>=0.12.1)
Requires-Dist: scipy (>=1.6.3)
Requires-Dist: scikit-learn (<1.2,>=1.0.2)
Requires-Dist: ipython (>=8.12.0)
Requires-Dist: tqdm (>=4.63.0)
Requires-Dist: pyspark (<3.4,>=3.2.1)
Requires-Dist: catboost (>=1.2.6)
Requires-Dist: lightautoml (>=0.3.8b1)
Requires-Dist: lightgbm (==3.2.1)
Requires-Dist: bayesian-optimization (==1.2.0)
Requires-Dist: fairlearn (==0.6.2)
Requires-Dist: hyperopt (==0.2.7)
Requires-Dist: Jinja2 (==3.1.2)
Requires-Dist: joblib (==1.2.0)
Requires-Dist: openpyxl (==3.0.10)
Requires-Dist: optuna (==2.10.0)
Requires-Dist: py4j (==0.10.9.5)
Requires-Dist: PyYAML (==6.0)
Requires-Dist: shap (<0.45,>=0.42.1)
Requires-Dist: XlsxWriter (==1.4.3)
Requires-Dist: xgboost (>=2.0.3)
Requires-Dist: workalendar (==17.0.0)
Requires-Dist: etna (==2.7.1)
Requires-Dist: Bottleneck (<=1.4.0)
Requires-Dist: prophet (==1.1.5)
Requires-Dist: statsmodels (==0.13.5)
Requires-Dist: colorama (>=0.4.6)
Requires-Dist: py-boost (==0.4.3)
Requires-Dist: autowoe (>=1.3.0)
Requires-Dist: ipynbname (>=2023.2.0.0)
Requires-Dist: pydantic (>=2.0)
Requires-Dist: requests (>=2.0)
Requires-Dist: scikit-multilearn (==0.2.0)
Requires-Dist: nltk (==3.8.1)
Requires-Dist: gensim (==4.1.0)
Requires-Dist: pymystem3 (==0.2.0)
Requires-Dist: simhash (==2.1.2)
Requires-Dist: nlpaug (==1.1.11)
Requires-Dist: transformers (==4.42.4)
Requires-Dist: pytorch-lightning (==2.2.5)
Requires-Dist: evaluate (==0.4.2)
Requires-Dist: natasha (==1.6.0)
Requires-Dist: ruslingua (==1.0.0)
Requires-Dist: PyMultiDictionary (==1.2.4)
Requires-Dist: fasttext-wheel (==0.9.2)
Requires-Dist: sacremoses (==0.1.1)
Requires-Dist: sentencepiece (==0.2.0)
Requires-Dist: sentence-transformers (==3.0.1)
Requires-Dist: bertopic (==0.16.3)
Requires-Dist: skforecast (==0.7.0)
Requires-Dist: kaleido (==0.2.1)
Requires-Dist: reportlab (>=3.6.12)
Requires-Dist: botocore (<1.35.44)
Requires-Dist: notebook (>=6.0.0)
Requires-Dist: jupyterlab (>=3.0.0)
Requires-Dist: pytest (>=8.2.1); extra == "tests"
Requires-Dist: black (>=24.4.2); extra == "tests"
Requires-Dist: notebook (<7,>=6.5.7); extra == "tests"
Provides-Extra: tests
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 4470 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.1.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
dreamml/__init__.py sha256=L_dW4ErByFUBG2i6Ar1OGOemaWJ22ArYsYl5cGuTvzo 1701
dreamml/configs/__init__.py sha256=i4yqGQoSLTV8fZxXgDWsqiiOjMOseoHYkjXw8jnyRdQ 58
dreamml/configs/_model_params.py sha256=mfKLUK9Xh_g7uvtxEAJup8UVplaja9uqyKU40m8TXck 11783
dreamml/configs/_traffic_lights.py sha256=OipJIkFaC2KMt80ziBw_leiSK-I4MiO1BrLwF7LIOLY 3550
dreamml/configs/_vectorization_params.py sha256=Gljj2WoMypcFQZhP5ouwPdHic-MU15a-8Dh3yNZeGmo 2840
dreamml/configs/config_checker.py sha256=ptBslHe2MKY2TCv4Xhs7u5s7lEn5mIGNqssEIbFDJV0 20083
dreamml/configs/config_storage.py sha256=i9_NdsupXQSBky_vEwbgivcx0N1sXwMK-IQqJBYk2CE 35338
dreamml/data/__init__.py sha256=rO2a74tzY_Xqt6w4KnMd44VDFWlFcRis-fCPomdLxhU 51
dreamml/data/_dataset.py sha256=qgeNuNiG-HYLwN_1Z23_xU9WOULgxvJuYn_PcDF7wzU 22559
dreamml/data/_encoder.py sha256=j9Amgj8tcIA909adBSJXKfILf9TRzHitsSOJ_mEXLwE 405
dreamml/data/_enums.py sha256=Q_4h4nfP2NeFeg99Kg84snLhNQHHLAJLsNQJhl5bVn8 177
dreamml/data/_hadoop.py sha256=rhwOVy5nImL4KPD_oPmJ8DK5zEvSaqdQcqnNEHC6LgI 6485
dreamml/data/_transformer.py sha256=mgyC65J7il3NzpTWMdBFvHyg1Lo8PSF1vnMFTttPSnE 31338
dreamml/data/_utils.py sha256=d4bCVQlilM-dRQ76gKdV73OBVUkyfHtFJ1mEvp4Irf4 5370
dreamml/data/entities.py sha256=KUiRan6Ac5zJjauvaxgziOCBHdWyILS5cYWguvFo6As 1447
dreamml/data/exceptions.py sha256=g-QOrSR9VGXoWz2N33c8Evqhgu19zoOLRvZdJylagig 1738
dreamml/data/store.py sha256=KLa9a_xewTR0j7XIXmnLy3hIQ5Evm4RMe5NCN07-cOE 11567
dreamml/features/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/features/categorical/__init__.py sha256=VmbqZj7U8vb51N2k1XQ3tkd1h1J0tpdOcq86Bv6um-E 128
dreamml/features/categorical/_base.py sha256=qUfGY6a_VVlkAxOFQXiAWCKwaqFYLG-K4UPYJeEVh1k 1785
dreamml/features/categorical/_label_encoder.py sha256=1c3FnakyBhnZcBMAOUFLegAUduLkPvR0fJrvy30ixGY 2857
dreamml/features/categorical/_one_hot_encoder.py sha256=IeOYd1f_TPrNce5Y4ILxKP38dcboRcWXOntFWcKC7Gw 1559
dreamml/features/categorical/_ordinal_encoder.py sha256=bmJAC3qAfnYHfE9jknHnRVuLDDLZzpOaEiVsP4wUJVE 751
dreamml/features/categorical/_utils.py sha256=csBO0SSPo5Zo-uOtyxwZZ8opShWNSV04LyQCMAF27eQ 1891
dreamml/features/categorical/categorical_encoder.py sha256=gjqs2_vsOh1uIA1Xyln18u-Svw4fSvFC-BzUjoudgyY 11067
dreamml/features/feature_analysis/__init__.py sha256=b0ngJ-8AZdqiuPomAFP3ih-Cjw2RXXVXHl6F8hlc3w0 39
dreamml/features/feature_analysis/amts_anslysis.py sha256=yyNE_hbzpmnC3lkqYPQeXiu5MvaDScwUt8PDGyaCTYE 12662
dreamml/features/feature_enrichment/__init__.py sha256=D5R6OVfA7mpEfSUN0Ul6LA4EgB3VTbur3TT1Kzz7E2w 376
dreamml/features/feature_enrichment/get_production_calendar_features.py sha256=gjByXK87bbPLxPmoaaaJwu1BLeda2d2rHo6qB5QtPbM 2266
dreamml/features/feature_enrichment/timeseries_enrichment.py sha256=lQn_zZiqfCD7XACKEfj5Mz38h7g0EXNM1iYg5mcDSf8 13349
dreamml/features/feature_enrichment/timeseries_transforms.py sha256=peMqC0fHSwMaAMs2MbyORdK9tBISGQT29AORyifqMgU 22050
dreamml/features/feature_extraction/__init__.py sha256=z6UjBX4_f0gk-uuoebE5fRTPQkAmVqBtjI7Xs_8L4SM 164
dreamml/features/feature_extraction/_base.py sha256=1yRhrsqoNesRN3Gl9JBVAErRGZjuEV5_pe_uV8roBoM 2625
dreamml/features/feature_extraction/_outliers.py sha256=QjDNceD9CUlleXHbLopeRYvt0cvg2vHLHqKAUBvBM5Y 5555
dreamml/features/feature_extraction/_transformers.py sha256=5RQLJYqjPes5ZeUH0LM5Nbgs6i1T318K0Jxv-_lVIkA 10018
dreamml/features/feature_selection/__init__.py sha256=Z6eApHpBxTPj2Pf_k-tJbvutMIkf18ioVGgacHxvhTU 156
dreamml/features/feature_selection/_correlation_feature_selection.py sha256=JWyRzGildkIFIbs8NRjNtYuT0_QuRyzqjrHGQNvTcLM 4851
dreamml/features/feature_selection/_gini_importance.py sha256=KKxavkOaWCXyQqVjLyfagMmR0RXUTYIpSwmkHsJqoFo 24587
dreamml/features/feature_selection/_permutation_importance.py sha256=bsw3XP5HkEcqXNMo_u-40EkNDYz9BRvjeRSOWUN1WTA 6682
dreamml/features/feature_selection/_psi_importance.py sha256=IqJv-h4Ax-Soqeabp-w0MqtVx6VLzWfuJKlNHcPn4VI 17460
dreamml/features/feature_selection/_shap_importance.py sha256=1heygryllhjBV4If0WEzEt16qnOnNsukqI8WmcXAqI4 9451
dreamml/features/feature_selection/select_subset_features.py sha256=fi59FiFKSxzIvH5Y45-UsKP3mFJmsa7Q9tMsyG2ssx8 4343
dreamml/features/feature_selection/shap_importance.py sha256=S8foWXC9r32ombBP44zGRyV0nH5V0i-JfUSe4PkJNbE 4862
dreamml/features/feature_vectorization/__init__.py sha256=cniqXqPKPxf4MR_I0tbSy72y-l2hKYGF4Oytzq8zYWk 405
dreamml/features/feature_vectorization/_bag_of_words.py sha256=SSuT481VrM6XCNROAX9l_2oAMDA0UpObjQfbCFyjg5Q 1133
dreamml/features/feature_vectorization/_base.py sha256=L0wNhqlmglL6ebjVJitii4ehO0vnqUZNMM5d4-qJrjA 6704
dreamml/features/feature_vectorization/_fasttext.py sha256=8aTvJeGo1lQlM6nZaYZbTJjLnMMgEOcipPhNRyUR1NQ 2481
dreamml/features/feature_vectorization/_glove.py sha256=BT3wIb8RIHA4RIG951KxF-0BONzY_oMNpmLEgKW13lY 2121
dreamml/features/feature_vectorization/_tfidf.py sha256=CFuLlp6NOT0o7dVPtIIwete42S_s4kJIyHG8wi9KPj8 2667
dreamml/features/feature_vectorization/_word2vec.py sha256=RJLPDPUxMSOrcw_ZpbSRJRNqyqUEEFCO6TnezF1e3XU 2479
dreamml/features/text/__init__.py sha256=UePAGEWZpe3HuiaFI9ymTQ2Ow02RIYNyKscQ__kLIpc 151
dreamml/features/text/_augmentation_wrapper.py sha256=z2UkyGRJq5TqZrWFexWjM8UqJKHuvnv2d2z2AE-pTpE 1514
dreamml/features/text/_base.py sha256=MRMJSOsgKVkW9lYdJFCWNjFnUTduLpFNhM2zcYFEu2g 16986
dreamml/features/text/_custom_nlp_augs.py sha256=JpRR1Lxj0AJqRaH-PZ_2iSA4fGY_IEZpAvl7D77340w 2281
dreamml/logging/__init__.py sha256=hp6T3HZ2ZqbRf_L_LGaIlYOi70NRWg6ktnraobFEUkk 1084
dreamml/logging/formatters.py sha256=qys9K-K1v_Aw3l8Ptaw9ISLEI5sIR5x9tz4psAuyGlc 3512
dreamml/logging/handlers.py sha256=OmCsoqVaGML3QdlO8O5O_bNUHfG2V-dRnOS9TGklcfg 2381
dreamml/logging/logger.py sha256=AhdPeC7HFUyUiYhe5oZklwI0wxa1hbYsgSy0gdoWtwM 5460
dreamml/logging/monitoring.py sha256=hffwQRuyfMn8r9xcYBz8ONtNtEWhN6oCLvMX8iYZ77s 5814
dreamml/modeling/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/modeling/calibration/__init__.py sha256=_cxHCP2pzcq381RA8iH1OUhDoDXJptmXuGwIr-HANYQ 57
dreamml/modeling/calibration/base.py sha256=PEaUPdK2iLKt_IGN3M72yBJhD_EIh5sRBviRLRI5vgg 18418
dreamml/modeling/calibration/binary_algorithms.py sha256=zscHgbg1qxY21MmmJlKgox4r7qOdihngTJ2ZKUCzwp0 7400
dreamml/modeling/calibration/multilabel_algorithms.py sha256=5W6VknjDi1Y_XHDp9CnT1HBfROkdXop1DKhqYe-JhJ8 3242
dreamml/modeling/cv/__init__.py sha256=etLHuuvWNjAAocuGI7BjJFhE8EQdh6rBMrllpjKnarg 297
dreamml/modeling/cv/_cross_validators.py sha256=0pUpSa0CNdaHhKGAf3SxBGZOgvVkVB0RGu2c3-hculw 13253
dreamml/modeling/cv/_validation.py sha256=ZTTgD7wor2jdGFBQpjlMvrUinou_UiVAYYTPFo7_ZMY 4732
dreamml/modeling/metrics/__init__.py sha256=Ihx4HvatLk_ZaMX-ilnKiawNg5WCb9jU0attEtc0S_o 130
dreamml/modeling/metrics/_base_metric.py sha256=hocEzEGf1vJC_XcOSijo4nfH7jRE5n_Sjj61ssv-gDk 11287
dreamml/modeling/metrics/_custom_factory.py sha256=k3eAKd5c1vODu5YSHzTVZUUMdYvmTi7abW7d2YtLhgs 3186
dreamml/modeling/metrics/classification.py sha256=5lYiVlZyWjWrKUVab-bWhew_pe4hZl6jPNESkyW8yqg 16510
dreamml/modeling/metrics/metric_functions.py sha256=wxsTYhc_s55TrY9oKWlR-wXkNflMohGFlAR0c9lPYUs 23652
dreamml/modeling/metrics/metrics_mapping.py sha256=li84Jy-asigDxVzUPg9vP1FS9lcPmXX_GlQFQ8Mraz4 3166
dreamml/modeling/metrics/names_mapping.py sha256=7yQDVWZxZ83nRrXZjMFCig_R5-lPney09Qqmr8Lfk_4 6141
dreamml/modeling/metrics/regression.py sha256=r5LeK-PRcRhh4lNCkEWj21BaNDS8ywdvLt8XpYBbgEI 6547
dreamml/modeling/metrics/topic_modeling.py sha256=fWnyDPR74GCeZDgwr-80gqWJURtGcQRPALHLugRgEp0 3822
dreamml/modeling/metrics/utils.py sha256=Xu6fDwf3pcSy-YzWypW85AJDhCiayfxX6JaAzjkAONU 1628
dreamml/modeling/models/__init__.py sha256=5wvf6gAnZyCYUiYPm36dy0c4SfTELiU5wGqQQhJ9Jx0 220
dreamml/modeling/models/base.py sha256=6ORd-n3zTIcbo8O_FWpRS87AnNJJ-2CmuoW2X75zQew 8661
dreamml/modeling/models/boostaroota.py sha256=oYLGskPhHQ-7UyrDlIYoqhC0exKtdp18cWiRLnyjfgA 11094
dreamml/modeling/models/callbacks/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/modeling/models/callbacks/callbacks.py sha256=aEAF3SR9mnMiVDw7fQW34qwE5RCGVL_QwQAXPRl7M0U 10017
dreamml/modeling/models/estimators/__init__.py sha256=DM7VWQ1iM3oa3cLWw3RRj_6BPWubzPw7ein4SZLRvFM 974
dreamml/modeling/models/estimators/_amts.py sha256=CQ9nUfL_EHwk6kzn_dcKdZVsd7ta5b3PZ8V8zyNlz8Y 17777
dreamml/modeling/models/estimators/_base.py sha256=b3WGvgcKN_JQiEN1jRwpxzgqu3U-A6S7e7At0ZvCzu8 9785
dreamml/modeling/models/estimators/_bert.py sha256=GgeLLv4G7H2kjmOxGSTAZgYcRGz8Ay_3NsdEaXg2iWA 10156
dreamml/modeling/models/estimators/_bertopic.py sha256=QHOb0r8by09NlDc6Kbkf7yNXgCgKRgInT52Ka9W3fmc 4005
dreamml/modeling/models/estimators/_catboost.py sha256=c176wGbnpXyxpFpDp-NF5hBrjSGfn3ALq_uGZO30Zhw 8971
dreamml/modeling/models/estimators/_ensembelda.py sha256=JmmS9O48lWVsxg6IZMvRB-YC-Piet9OHaynYfW0Jd9g 4929
dreamml/modeling/models/estimators/_etna_model.py sha256=SwDHpf-A1QVIBa0dhd2S_gQOfx3qx54nCNLE9De77v8 4649
dreamml/modeling/models/estimators/_lama_v_1_3.py sha256=T9_sVJ54Q7ZPhjQk-eMnCK7b0JcQtjFNJrlNkCgmKcM 6476
dreamml/modeling/models/estimators/_lda.py sha256=FuWLAKJVNU7L4i6kdLx7f1KD_51RU-d5MTpHDN7r-yo 3722
dreamml/modeling/models/estimators/_lightautoml.py sha256=_YyvRtZlTMvT4lWydfJQgy_mlIixDpu7uXld9VKidZY 6239
dreamml/modeling/models/estimators/_lightgbm.py sha256=GBfZUy1JYZVG6J6XCOVOeXRFZ7i5uQZJRzGN1dejl7o 9032
dreamml/modeling/models/estimators/_linear_reg.py sha256=nubMdw4Otrw41qA6EJ3I6o9vOuDTxoe2pkplzIKNdHk 7506
dreamml/modeling/models/estimators/_log_reg.py sha256=8b4TIsWU-CFOppEhUWHo3BZE4SSPwkuuMdvrPXCXGts 6024
dreamml/modeling/models/estimators/_multioutput_wrappers.py sha256=Wo4sUIEnWVQmM-qtpqarXDHDBVG946POFPNik3QPbJY 5649
dreamml/modeling/models/estimators/_pyboost.py sha256=yQsFYNeUnldMGLEXZVuFIkd91Zi9iulYsa8za3cS8Z4 9496
dreamml/modeling/models/estimators/_xgboost.py sha256=Bb2oDjUkZvqc3q89BApbKSBfRB51b7pWyziJN9j0aT8 8517
dreamml/modeling/models/estimators/boosting_base.py sha256=I4K_TJ9-ulvzEhCsRotpEhnp8YdOtwJUC9h19NcK7LI 4468
dreamml/modeling/models/optimizer/__init__.py sha256=7xic5dihiBlTv-PEQFIFSKcUoVfudl7KNsOp1TVScTI 382
dreamml/modeling/models/optimizer/_bayesian.py sha256=2u3yszhOG499u0hFXA3f9l70I9BM2RLcrQO8tXKstsU 10359
dreamml/modeling/models/optimizer/_hyperopt.py sha256=E38ZDtUktS5NKGvcFrOH74616YbYVQtTfbjCTI_BbU4 12746
dreamml/modeling/models/optimizer/_optuna.py sha256=tXfacS9mCF8fHh2mWie-D4sqDZpJaBBm3h5_e2uKt04 13570
dreamml/modeling/predictions/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/modeling/predictions/timeseries_inference.py sha256=akVVpNV2Y98S41BlHm_3__TZY01-0IFDVkjgZCh5fcY 4382
dreamml/pipeline/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/pipeline/_distributed_grid_params.py sha256=N6QsaIEHUHA_TePS5kMGQQGBSIAjjWgANb7leiXbLmc 1148
dreamml/pipeline/_utils_configurations.py sha256=uH90wjrkD3Ehgg4cUL13ez_ihQcuDrcokOKfjfVb_dc 764
dreamml/pipeline/check_point.py sha256=UiYzkdRNJP68LH69xzHjs4S8uKcBN3wgXjBnWR_neXM 1939
dreamml/pipeline/cv_score.py sha256=tjtbCYdWejG6t-ioGMCnFCVdpUHg8ug7kjKvcMU3T2o 967
dreamml/pipeline/pipeline.py sha256=1F09aG0vpb4nFWH3UWzjrGAshGk0GVwCR1SmN_GjAFs 12427
dreamml/pipeline/pipeline_executor.py sha256=9WE_yE9UPl42sRTxNaypGYPg59JOIDqGDYDs5fcdym8 1184
dreamml/pipeline/fitter/__init__.py sha256=M-rN1ZQjBsWeHtITmLtNH3XDZrQ2E0amQu9ZdgchVvQ 277
dreamml/pipeline/fitter/_amts.py sha256=mvT6L3dX7d3AY2m7j-2ZxKh6MF8P8rTn22d5PwuEQ5k 1863
dreamml/pipeline/fitter/_base.py sha256=3Moj-UmEyFK8kYHLgVIvsQGjSG5g0qEl7aiif8Fsbp0 4409
dreamml/pipeline/fitter/_clustering.py sha256=OMzLBANZioyVSixBQMSiR4sQmT8RBO50uslx5Z-ldxw 1421
dreamml/pipeline/fitter/_cv.py sha256=iQy-oBPmsi0BgymL-J1MC8NtSwa2v2hoQaO-w8JEqxU 13024
dreamml/pipeline/fitter/_holdout.py sha256=-dvSPT92aOwmtWyEgXtfwvBqtlkf3KM9PIKnXT0J2fI 5343
dreamml/pipeline/fitter/utils.py sha256=OozKlB1KjJW5X15HxE2-AQr44zcEu1KAJ1OI2KapCzE 3281
dreamml/references/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/references/bad_phrases_clean.csv sha256=Kfe6kKBbwnF3OM3Y5Yb5p1mhEBsYCgF3RQ_r_k0OoGI 20
dreamml/references/never_used_features.txt sha256=Qs3iNGmIazQEdW0Y4lkxAnqNirH3t_CNpUI8k6IOD1o 32
dreamml/references/production_calendars_2020_2024.json sha256=ZJiU5qLcZM59K0AguG0_5HD5ceM-khZmPRbzeZNOhnU 9550
dreamml/references/reference_config.json sha256=Wr6-1SFs2Sp8c5LsNjlyIot9t_eAgT1nWV5jj6s3OwI 8949
dreamml/references/russian_names_surnames_adj.yaml sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/references/synonyms.yaml sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/reports/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/reports/_amts_metrics.py sha256=j44kJWYwGafq2hrekQW5uX_gukfWJS1I5UTLOQwSftQ 6591
dreamml/reports/_classification_metrics.py sha256=xFTH4ahgRx02OgIQegsY5kfsey2FMUQkzOHIN3gKULw 33264
dreamml/reports/_regression_metrics.py sha256=jWtQ91QScLwwru-sRbe9orWLcGN6mpwssLEXqPpPd-0 24035
dreamml/reports/_topic_modeling_metrics.py sha256=Pyh9H7QUKWG7U32SM0oirBxoq46tlq_s3Rbuodqha64 22258
dreamml/reports/kds.py sha256=YQC2qY5qQ1Fof32Vi8BtUyQEhk7twJk1pKE-Pp8LlMM 21370
dreamml/reports/metrics_calculation.py sha256=YwEoFJENZmXdQtIXPZAkdiD6FFVhjaWUoNcaNMImWbU 8393
dreamml/reports/pdf_maker.py sha256=Xkbgt2Jhstk8qEB75jtOEpXJUMc4NszsraFRQaZF8oc 4537
dreamml/reports/report_compiler.py sha256=4xpLYOBoHhiXnAfDrvNY7rTGFLPWgXVTe-wWCrhYliY 6205
dreamml/reports/business/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/reports/business/classification.py sha256=yNoi-Ksd4TqKWpbn8dFUGPIPgE4VedSLHZKuT1HSVow 29617
dreamml/reports/calibration/__init__.py sha256=zPYxATXBTQCekjwnlrW0fIu4Y3_EATaUnorvEzro0zI 218
dreamml/reports/calibration/base.py sha256=L8VVSJayW-z1D6bk9AjnMwzddVxXp6gO7rkD1TyYmnY 14463
dreamml/reports/calibration/binary.py sha256=BjmtjZXILuKo6TpPqbzP9c-CIViUk13pgkjmkMAKWKM 14517
dreamml/reports/calibration/format_excel_writer.py sha256=vC-eiLMTUUKMoQsn0K014Dit0Dz2Yf4V3YJH8OUE7Y8 27068
dreamml/reports/calibration/multilabel.py sha256=_qL8h71Cw_RP4uCycPisQ15Dx9Kf-SNVmMiKljr1SrI 25582
dreamml/reports/data_statistics/__init__.py sha256=1Qgdlvdhj9_MnBX4jiMDatCFiUiUo76tsGy0JHb2nGc 113
dreamml/reports/data_statistics/calculate_data_statistics_amts.py sha256=ipj3CnipdxNeWBlwXTcDegBpGwHlz_Swms5P0dQynq8 5207
dreamml/reports/data_statistics/calculate_data_statistics_topic_modeling.py sha256=gSjfw5dmIMx1jZuUlH6XPauJnnmqTSq0lGypVxqU82w 1452
dreamml/reports/detailed_metrics/__init__.py sha256=263_322B3xib5CQeUD0blmT419flMQh6DfKAD5Cm5eg 116
dreamml/reports/detailed_metrics/calculate_detailed_metrics_amts.py sha256=eClLbodi7irTmZ4jKWhivXPRz2n658p1TbFPne59zrU 74
dreamml/reports/detailed_metrics/calculate_detailed_metrics_topic_modeling.py sha256=uBJmzUUl1Bqv0OmcwU0WKe_hVjGANQSNh9bHKLaB2Os 4808
dreamml/reports/reports/__init__.py sha256=_Nz0Uczn77InS7EFIRPvPzOss0VQSEzGGP-fQN6SKTo 441
dreamml/reports/reports/_base.py sha256=qQDbwmcOmbUrmoiu92NqjEkDlJ3R8N4DNDK8VOWYbfs 33582
dreamml/reports/reports/amts_development_report.py sha256=aI10PSspe8EBnxHYZh5qDY6ZMX8Y4ABzV11o9YMA5R4 8178
dreamml/reports/reports/classification_development_report.py sha256=Yx0t-97SpcffJYnxmeNWn7LLfnSwwPJFeMjBzOqbA8U 49910
dreamml/reports/reports/regression_development_report.py sha256=ZF07DXh9miVGG3BAB0lTjU77VLFZ97cJWrkER8xgj0Y 21684
dreamml/reports/reports/style_utils.py sha256=OoEd9Ckpm95T7VQFvc9eYYzse9Qz0Vi9fhLQ8k5JdSc 2237
dreamml/reports/reports/topic_modeling_dev_report.py sha256=E1_JZqKiTKakICj_a6btpUI-IDWLZuWxht8W2PscNus 14926
dreamml/reports/reports/reports/__init__.py sha256=_Nz0Uczn77InS7EFIRPvPzOss0VQSEzGGP-fQN6SKTo 441
dreamml/reports/reports/reports/_base.py sha256=qQDbwmcOmbUrmoiu92NqjEkDlJ3R8N4DNDK8VOWYbfs 33582
dreamml/reports/reports/reports/amts_development_report.py sha256=aI10PSspe8EBnxHYZh5qDY6ZMX8Y4ABzV11o9YMA5R4 8178
dreamml/reports/reports/reports/classification_development_report.py sha256=Yx0t-97SpcffJYnxmeNWn7LLfnSwwPJFeMjBzOqbA8U 49910
dreamml/reports/reports/reports/regression_development_report.py sha256=ZF07DXh9miVGG3BAB0lTjU77VLFZ97cJWrkER8xgj0Y 21684
dreamml/reports/reports/reports/style_utils.py sha256=OoEd9Ckpm95T7VQFvc9eYYzse9Qz0Vi9fhLQ8k5JdSc 2237
dreamml/reports/reports/reports/topic_modeling_dev_report.py sha256=E1_JZqKiTKakICj_a6btpUI-IDWLZuWxht8W2PscNus 14926
dreamml/stages/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/stages/algo_info.py sha256=2o9YachPuzpNNTHuqRZGJUQCfFi8yVfIA2VY8BzDYC0 276
dreamml/stages/batch_selection_model_stage.py sha256=lEtUeMzQCg-tYRoR2oQ7aaMz8IduZpajrja04lP8I7I 14903
dreamml/stages/batch_selection_reverse.py sha256=hbZkKygWjSlAtep_3rOLSYtXM9aHbLz3qu5QJZdNGkc 13678
dreamml/stages/batch_selection_reverse_with_params.py sha256=80PA0PP4oLromObZBvM5_3z2JxOWgQ2aXs_aGdm41OY 2373
dreamml/stages/batch_selection_with_params.py sha256=4PV4rB0ht1FKxzCiQN4IfY0wV3_spVyXWQcr5m3sKX8 1600
dreamml/stages/boostaroota_stage.py sha256=uEGRuzXP7cY5tiJssxQlP-9MhnhQSr10mkCk86FJ04I 6730
dreamml/stages/correlation_stage.py sha256=2A7E8GaSttQH2BaQvnnXqwXfjuYzwpnoMkin0NPoQw8 2908
dreamml/stages/feature_based_stage.py sha256=gHOa1xSFzaO4iNXa7iFUOgVOZpYoFC_Yjcu1tZ2q5-w 2723
dreamml/stages/fix_stage.py sha256=V1vsZHH8AZKfxxKHnBcit66mTPQkKB0wEyLT89HhfbA 2222
dreamml/stages/gini_selection_stage.py sha256=q4RjkFsSzdiANEJ-cqHFXHQcqUMgxcHaZxPWoKxbtws 2510
dreamml/stages/lama_stage.py sha256=-BzLt5MOng3wTB7Y773OZWwDgrPrEvK0lvVNz11PkUI 2376
dreamml/stages/model_based_stage.py sha256=SOEDCb3dPh-F_I8WiZL-dsbp-s6XT07r4kJpKDQXagY 3573
dreamml/stages/optimization_stage.py sha256=IxGHvPg94a7PK0J-mZC9Txs_VBf0iffq7WIiU7VOVC4 19940
dreamml/stages/permutation_importance_stage.py sha256=aOSyyMuPfQJ9mXWu6HTyJjYBGpdw3LT-Ql7XshrSftU 8911
dreamml/stages/stage.py sha256=72sQPvNyOmb6VpifL22TWUTGNmYgrQ8IZVcDpcs_iC4 12838
dreamml/stages/vectorization_stage.py sha256=R0mb4IP2nGguW6fFOMyLk9WJtWCb-EyP-PuC1cFpTrE 7008
dreamml/stages/stage_generator/__init__.py sha256=bhlGTKfip6SGpnhy1NSMw2jPrXzFnLBoamYUHzw3Ers 67
dreamml/stages/stage_generator/generator.py sha256=2wuCcxW1TItFz81Hp-Fx-REUEr7a3X2DT5W0TOnQG0A 7530
dreamml/stages/stage_generator/registry.py sha256=P4-sqTkZsei68lQdMRHpKij-OKcG8HPiAkIzZaWKLTo 2485
dreamml/utils/__init__.py sha256=WpJGtGAsU1sxdvfgj_SBynqHkUpG8lk15WvWJl1EVCU 255
dreamml/utils/_notebooks.py sha256=H5yUg5-crm_BXttsCti1yIsAiw675B3lpHUdjmEY7RM 1927
dreamml/utils/_time.py sha256=TT_Y7qtCjE4zkwWfqWKsdjyHBqlhGZ9Fun3Qguzehe8 804
dreamml/utils/bert_utils.py sha256=K_v4Uc5b_dWuXRpxJefkCkvQUgxOfwJJ8kPFVV-j_p4 10897
dreamml/utils/confidence_interval.py sha256=s6sQdwR7IzY4haKkp0W6j7yjkDHfBDgEFqm_YlkkdHI 5601
dreamml/utils/create_etna_model.py sha256=wcSycCGle3WvGgq5JGFDk6DCrhXdTuHNlyTHLrv0s7Y 2941
dreamml/utils/create_lama_model.py sha256=qEwEzf5_bxudvIw0NRmDUcAb9KzBQ-BEM0BQ2mS2ZIs 4209
dreamml/utils/create_oot_potential.py sha256=2eHrMKtxfsLj2jduYdOXsWyYer112npD6kfnLr02svc 4843
dreamml/utils/create_whitebox_model.py sha256=GnIFSTdJP1XgTSzd_D1YdvQxGGqIzziOhJ0Sk3qwff8 4541
dreamml/utils/encode_categorical.py sha256=x6AEvZElmFRAGLiEpQAPb_o54DJMm1js0di3JUYD3go 1862
dreamml/utils/encode_text.py sha256=u_dkq81ymZNjkeBd5NnbJxhdtJsMaMr3XZEaFOsp4u8 3167
dreamml/utils/errors.py sha256=EB2r0RM71SEdCFP8BgaKr614wB8bVlJdwJBk0v560rM 346
dreamml/utils/get_last_experiment_directory.py sha256=qsklbGJz1p0rSm-lcw_clVkxi1XnIImg2uBDP0k0K4I 2740
dreamml/utils/get_n_iterartions.py sha256=l6nCkRCSuiMsd5RH2peJMIF_Pme--bUjrz7qlbDuClY 896
dreamml/utils/loading_utils.py sha256=0sCQyFzcx8STRk5hQPY-STDxabWvkI5N-SlBCS7l5-w 4585
dreamml/utils/make_weights_for_balanced_classes.py sha256=YbQetUKjmMzxOIXPjE0ySOsRAHgJBL96jQb4QJNDoKw 356
dreamml/utils/optimizer_selector.py sha256=ZtJ7uoeCGvX-zCMZ8cF02VUNOeqGMdE7KHS7X7zr-HU 1700
dreamml/utils/phrase_retrieval.py sha256=kME7PhsJor-OoUKLsxBDtRG6kNWzLa3Jb4aOdQPIX_g 8830
dreamml/utils/prepare_artifacts_config.py sha256=sQhWcmvstp1ap3usF_2XwYGnz9V2j8TIvpZT6JNpQ2Q 14331
dreamml/utils/saver.py sha256=njZ4DOINc3aaWrHpc3bX6F3qWIYApnadVcgnU9XLTU8 42516
dreamml/utils/sbertpunccase.py sha256=onl750gkd6UxfHrger8W7TyAB4bvy01tETQzmHyA_F8 5230
dreamml/utils/serialize.py sha256=tyCIZqrqN2-H01KxsLZp0mBwlhmreuWpdW7kKmodn78 15997
dreamml/utils/spark_init.py sha256=4TMMxwioI8zpmec0o8ZMa24-0vZ2G069QPNcPjY-5Tg 11058
dreamml/utils/spark_session_configuration.py sha256=o6z20h1TXApBbH9dqbO1mS1HHYGCz-jgCjbqTHusPuQ 872
dreamml/utils/spark_utils.py sha256=RfDsRD8TXmZ23dHiO-FGFj1zzku0A4ZEId1oym7_UyQ 1071
dreamml/utils/splitter.py sha256=eNLwbqD_xfIuIeaUAaODPmoo10zf2KXuA2L0uLoGFpc 15176
dreamml/utils/styling.py sha256=IvjGS2au3rTOmABnSd8m2MeGviys_FvKTdUMPKDfkCo 317
dreamml/utils/temporary_directory.py sha256=uNmywpx-MMJP6jzB5XRdKMdaCeMbfnIEtjElJ57pZ-A 1511
dreamml/utils/vectorization_eval_set.py sha256=vcLNWIbhE0ll66vtiCNgJmGKlxnt2398Bj9y5hpbiF4 573
dreamml/utils/warnings.py sha256=Z70eNPj-Av7SNSQoTgZvZV0anETUNenrjPB9pFVrz0Y 1731
dreamml/validation/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/validation/_base.py sha256=bG1WjQ5KcUZXG3oU_bI395T1a6z45UyAcSHmUHiRdLA 16327
dreamml/validation/_task_description.py sha256=X7b3HDv0cDqooQCHb5pGBtkFJfiHRXvnvHPJcNIJenE 5435
dreamml/validation/classification/__init__.py sha256=U8EAkXswZIZFFpm4p4HU_SL1vEYV_Mw6x3QhUkHZR44 110
dreamml/validation/classification/_ciec_test.py sha256=_C_DzzC8kExhroB_ZZIbiXpTrky03LFECNb8J9Yp2pQ 1240
dreamml/validation/classification/_data_statistics.py sha256=aJ5Eu6zttkdzHeBg2uoYy_d1Dg9RMFlGkOHLCQLqNxw 9533
dreamml/validation/classification/_f_test.py sha256=tM5bkIPVxQPAE2reDOZrjGMXocnZUkJXGE0BLI95vdw 1020
dreamml/validation/classification/_gini_test.py sha256=3fZlua_UnR15q4XdFnPYZ-7h6lqb3Nrq5WOkwal6PbI 1211
dreamml/validation/classification/_ks_test.py sha256=C6hou0iJQzegC0Qn8lidGfsg8r4ruTTps1_9-RjNXCE 1216
dreamml/validation/classification/_permutation_importance.py sha256=a4NMyXv25bcEk4ogWGx7CZRRfuH0WN05rdCqOapv88k 19778
dreamml/validation/classification/report_classification.py sha256=sktOpOEgMvnVULIRIWfFu7NDnTei2lhGNDG5IbokdQ4 37988
dreamml/validation/nlp/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/validation/nlp/classification/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/validation/nlp/classification/part_3_specification/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/validation/nlp/classification/part_3_specification/test_3_1_tokens_importance_check.py sha256=auQ0uqD_CeBe8Z2Cw839jVxwRk8HzMd_Giwtzsc4z3Y 3219
dreamml/validation/wrappers/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/validation/wrappers/_estimator.py sha256=WcTgteGa2DVgOTQsxj-KJWTTwzY3Ox6fD_KK6lAPdv8 6665
dreamml/validation/wrappers/_wrapper_automl.py sha256=UKCrqOMC4ctCTOGyNPjtM_wuhNxooygG6ea7zh0xXYE 4785
dreamml/validation/wrappers/_wrapper_calibration.py sha256=UnvFscJ16Lk2KLlafR5BCQ6zXYNSty-ylowb2EwQrmc 4651
dreamml/validation/wrappers/_wrapper_catboost.py sha256=jA1f0OOWwKM3RSO4gE9zVhqnbaT78au8w3oYdVXpT5k 4779
dreamml/validation/wrappers/_wrapper_lightgbm.py sha256=uDiH3oOfcFXAkmtSNg5yVeqIcpSJ7NANhl6qB3QHdTc 5085
dreamml/validation/wrappers/_wrapper_logreg.py sha256=mfvAvyYXjNuRL1yAd3HdQDrjg79hXg8KsSp1DL8d8ZE 4651
dreamml/validation/wrappers/_wrapper_pyboost.py sha256=YtWfvAbN22R-c_OgED21ZpXePgHI3-FNRSEQCXZI6i8 4777
dreamml/validation/wrappers/_wrapper_xgboost.py sha256=K5nhZ15VriPwwbe90j_vCs5FX_7dSN6wRUxPAPSIloY 7157
dreamml/visualization/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
dreamml/visualization/plots.py sha256=6YPj3yZIyggpFJ_SWIyr80w9EmX0_gsktsbie4X-8j8 22592
dreamml-3.5.4.1.dist-info/LICENSE sha256=7erAGQYsgSaYeC-dGJGrSlu2t4FaAg_iKe-y5_TTaWc 11622
dreamml-3.5.4.1.dist-info/METADATA sha256=KdGPovWeERWHZFN1XLNFxStQ5oxzotgRtj8DiFdQV5E 7140
dreamml-3.5.4.1.dist-info/WHEEL sha256=GV9aMThwP_4oNCtvEC2ec3qUYutgWeAzklro_0m4WJQ 91
dreamml-3.5.4.1.dist-info/top_level.txt sha256=wisjqvRN-cmM4aX6eKr6-PGZtgN8vNfbZ1t5vpoBXhg 8
dreamml-3.5.4.1.dist-info/RECORD — —

top_level.txt

dreamml