Wheelodex » Projects » sparklightautoml

sparklightautoml

View on PyPI — Reverse Dependencies (0)

0.5.2 sparklightautoml-0.5.2-py3-none-any.whl

Wheel Details

Project: sparklightautoml
Version: 0.5.2
Filename: sparklightautoml-0.5.2-py3-none-any.whl
Download: [link]
Size: 159958
MD5: 25b2d1b7e151638726a9047e574b9194
SHA256: 9394fdba8660dc70f30cb1fd63350fb20679761e48b23b0bd3cd0d902e4ac545
Uploaded: 2025-02-13 11:08:14 +0000

dist-info

METADATA · WHEEL · RECORD

METADATA

Metadata-Version: 2.1
Name: sparklightautoml
Version: 0.5.2
Summary: Spark-based distribution version of fast and customizable framework for automatic ML model creation (AutoML)
Author: Alexander Ryzhkov
Author-Email: alexmryzhkov[at]gmail.com
Home-Page: https://lightautoml.readthedocs.io/en/latest/
Project-Url: Repository, https://github.com/sb-ai-lab/SLAMA
License: Apache-2.0
Classifier: Development Status :: 3 - Alpha
Classifier: Environment :: Console
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: Russian
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Typing :: Typed
Requires-Python: >=3.8,<3.12
Requires-Dist: hdfs (<3.0.0,>=2.7.0)
Requires-Dist: lightautoml (==0.4.0)
Requires-Dist: numpy (<1.24.0)
Requires-Dist: onnxmltools (<2.0.0,>=1.11.0)
Requires-Dist: poetry-core (<2.0.0,>=1.0.0)
Requires-Dist: pyarrow (>=1.0.0)
Requires-Dist: synapseml (<2.0.0,>=1.0.8)
Requires-Dist: toposort (==1.7)
Requires-Dist: weasyprint (==52.5)
Description-Content-Type: text/markdown
[Description omitted; length: 1536 characters]

WHEEL

Wheel-Version: 1.0
Generator: poetry-core 1.3.2
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
sparklightautoml/__init__.py sha256=2qEsweJlcz1mYIkxK1DVqL23RZtTmdkXcVMqiQtlm9U 29
sparklightautoml/automl/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/automl/base.py sha256=tRfjiVKGdgCqqC8eMsHM9GZh7Qfc7yRVMKX6OLTEdqI 20991
sparklightautoml/automl/blend.py sha256=AhkYqs7hiQVLsCr2kdO4bqP_ewEddDLOQIxDc7rHx5Q 13232
sparklightautoml/automl/presets/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/automl/presets/base.py sha256=7oKws63bFgBFEP2bHBG4NwC8cid4NMPeYn07Q4NRjew 9413
sparklightautoml/automl/presets/tabular_config.yml sha256=ZykEvAmVdJu5_E87o3fK71oyF_kTkbR198m6ld34R6Y 6593
sparklightautoml/automl/presets/tabular_presets.py sha256=Koi18vykpcQQZosY12k6VjAPDsYsB_9wrF74KBKEEGg 35818
sparklightautoml/automl/presets/utils.py sha256=PdLfIaf853PviqHkTlmm3d2k6y4IVxcNuKwfqB2sm7w 2877
sparklightautoml/computations/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/computations/base.py sha256=i0BcbGk_m8E85_Tj67VzbkSk6nGVIMgb-6GavKgeGMI 3072
sparklightautoml/computations/builder.py sha256=ACWKfQWwd3d9IkW4htnn1l9vV72jjMulnDOcOz7urzw 4722
sparklightautoml/computations/parallel.py sha256=N13in0gXtRycOJnEptCX6VVG7e8hfyvbd1GPUowQ110 8313
sparklightautoml/computations/sequential.py sha256=0ve7Gse44VCj6zpXPAGf13xLqTUs-XQ5gOUv6kMLjQ8 2181
sparklightautoml/computations/utils.py sha256=ThO1LcleZf2TZewvNLHB_E-YCuQWFnZipZNwyz8ddSM 2404
sparklightautoml/dataset/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/dataset/base.py sha256=yBcubIfnPhr0eA__5KeZejVfFWM1J-ikIUc7Wr6bWHA 27027
sparklightautoml/dataset/persistence.py sha256=NLsHte5xaAr_iEkbzX__VLy6X1DLLOI8dCRSuiV6aeY 16488
sparklightautoml/dataset/roles.py sha256=BwPcmDkDCd606sbRQWFVC7nPOjOVl-UdbFJYayzmqqw 1769
sparklightautoml/ml_algo/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/ml_algo/base.py sha256=fXmvqpyfTHp92Aa05h9LDqkjkeBFkL6KDklA7xwhauA 16554
sparklightautoml/ml_algo/boost_lgbm.py sha256=l1hWxXzs4NEvvxI8m-I_IUXDgNkqB4M3xNTE_FZ2WIg 26963
sparklightautoml/ml_algo/linear_pyspark.py sha256=quzQfS2_QMqqN06vqtJZloQjdk37Dz87yAXMRWXg0a8 11388
sparklightautoml/ml_algo/tuning/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/ml_algo/tuning/parallel_optuna.py sha256=xKtaqMHwt9LTRQO9iW5yvIGo1Uk_GmjdZ_KKyqGlKlE 7934
sparklightautoml/mlwriters.py sha256=blczzQlNKkgo8AcyVqAcNKWP96Jz0dsyqeFPOyCU6Mo 11961
sparklightautoml/pipelines/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/pipelines/base.py sha256=1phlZ-23A4xDYZfGY5W0xnY5WZyXBH7fncaetI8Da34 2837
sparklightautoml/pipelines/features/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/pipelines/features/base.py sha256=nFAfRLL-TyBFw-AR155jykIaQKifL9dopQIQOq-XN6Y 25446
sparklightautoml/pipelines/features/lgb_pipeline.py sha256=hEXsMa4Bc-M8rJFAVRC5YFG_W_JhRysqSVi5yNTEJPQ 9025
sparklightautoml/pipelines/features/linear_pipeline.py sha256=Ri3c7CqsYdZ0IDfGieFlqMoA0MSBjN0dfFfw36bbesw 11895
sparklightautoml/pipelines/ml/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/pipelines/ml/base.py sha256=Q5WnqNui0lsjG25OCy_rqiRn0AXupnjw5Kgo8yhiebg 7665
sparklightautoml/pipelines/ml/nested_ml_pipe.py sha256=yxL90CvvZLnE7SkWiBH_SycP7PfxHccnCuQJ-k7EZKU 2242
sparklightautoml/pipelines/selection/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/pipelines/selection/base.py sha256=rEE5fMmn8FwqS1S3ZpHdQETQ5LR-onPJXi1ke4Wj-CQ 6166
sparklightautoml/pipelines/selection/permutation_importance_based.py sha256=11tPmLP63BMVfOY15QsSAcD6Do1-MLm44OqmK8oi-eI 3944
sparklightautoml/reader/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/reader/base.py sha256=JGtqu3PILbbnxkhsrbUMnmJPZn9APBqzg8CX0nUsgUA 31729
sparklightautoml/reader/guess_roles.py sha256=eGL2WK9CxhAWbaEQXC8azFNZqq22IaoXQxrpQStxw34 12035
sparklightautoml/report/__init__.py sha256=o-ArGgU-s9hQI3ZbrVgPr3jl1w6rw7n3DMZEFDoaeWY 214
sparklightautoml/report/handy_spark_utils.py sha256=FevVUClhcKctIXS1Tlqiw28UGNJkZBvhUSQ1tBrU2vU 533
sparklightautoml/report/report_deco.py sha256=QqfPWiDBlH5D4owh1t0Z3bLQFkQVKAPb3W7khcq1fQU 56616
sparklightautoml/report/spark_report_templates/binary_inference_section.html sha256=n22Ko7D3RMoZ68M8HBGs7ngAZQuVt3Zez5XyXNNPycI 1309
sparklightautoml/report/spark_report_templates/feature_importance_section.html sha256=moUfq6A6aKxbf6GSFPI7r8tE-6q1RG6G6TQ0dYSUo6k 422
sparklightautoml/report/spark_report_templates/interpretation_section.html sha256=J2AQbVWQrF0NQtJkaTip3aHvX3hTqXpVpI4OQIFBOz8 378
sparklightautoml/report/spark_report_templates/interpretation_subsection.html sha256=cKwAUqFJFgt5Rami7xAQ8iUo231nDEPxGVbURnacLd4 196
sparklightautoml/report/spark_report_templates/lama_base_template.html sha256=0MvbZXUkrKZEEZCrOsvTT_zOlIaHNnT3chq7xlRJeV0 2378
sparklightautoml/report/spark_report_templates/model_section.html sha256=WYtnImmusPMiOqdAvEjHPbMHGAb2_2d_vdvjZqaNGU4 853
sparklightautoml/report/spark_report_templates/multiclass_inference_section.html sha256=iUIr7-egLWo9TaCzAkyIJ6Q70zSPtvD-nolxOigpASQ 599
sparklightautoml/report/spark_report_templates/nlp_section.html sha256=3sxqecUjP1kcxmr-qB5UfeTYbzsWi0kbMtOJWfQW0y8 208
sparklightautoml/report/spark_report_templates/nlp_subsection.html sha256=h-USY-4_Ig6jdO6PNMFmm0UugSNDzAM0hP6JEhvg0Oo 238
sparklightautoml/report/spark_report_templates/reg_inference_section.html sha256=j7CTUU_DR9OlUqLAJUpRTfjzTHl8Nhn-sDH9WfJiuLg 801
sparklightautoml/report/spark_report_templates/results_section.html sha256=ddmwlXHIjlHuFOcppH9f8GmtFsM14uDies7Oi17lOqA 217
sparklightautoml/report/spark_report_templates/train_set_section.html sha256=hCDdRD7bW2oBoje4yJtpjcxaatzvnfLGwrMOcjw2Z2w 2580
sparklightautoml/report/spark_report_templates/uplift_section.html sha256=7r3F6C0lP4yp1fFnWDy8MlUfkojLs_kCXezOWhJlFIk 214
sparklightautoml/report/spark_report_templates/uplift_subsection.html sha256=kjsOIKrpyv9T9IkakzAEZFAVH6KEkMpSSzolm8TKHXY 928
sparklightautoml/report/spark_report_templates/whitebox_section.html sha256=8LlyNWzEsLRJej0PKw_7FhAUExPRvlZXcv7ioQBaw7U 12980
sparklightautoml/spark_functions.py sha256=_1LgJuVo9KkxpLGXijoYDYRysDRgrjpPQfgMAgi_USc 5817
sparklightautoml/tasks/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/tasks/base.py sha256=jF5wEtoI-3bhv0S9hDidA9N1Ok9FwHAnRAn43fI1w4k 5670
sparklightautoml/tasks/losses/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/tasks/losses/base.py sha256=e96jqnGPB61M10ScKD7f6Tf51FFZWpiS5s3avnIX55g 109
sparklightautoml/transformers/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/transformers/base.py sha256=s2b_2AS1CP60T1rr8Oby0rGsS5gIV6Ch_aNj1EgVebc 15687
sparklightautoml/transformers/categorical.py sha256=EFaiY1MFAo6VvqA0O2msPCRn3xNkCbeTPMZNGAQzrcw 37620
sparklightautoml/transformers/datetime.py sha256=Swr_AfLqLD9nKtiP1JAMZubBeGQG0l7Ia-E6LFq9HfQ 11899
sparklightautoml/transformers/decomposition.py sha256=mEejt_deqpC4aIc4vJ6CrCWurOeQs73kzfoUUGEcYJ0 2709
sparklightautoml/transformers/numeric.py sha256=zJXoNklf0agzD5YTh5uFNHiEWPADR89LRfqsfr7QHIg 15200
sparklightautoml/transformers/scala_wrappers/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/transformers/scala_wrappers/balanced_union_partitions_coalescer.py sha256=iTWeBUDQvP-JDvAl4aHGgo1CbeCjJFmdhZYkCwTDdLE 587
sparklightautoml/transformers/scala_wrappers/is_holiday_transformer.py sha256=1SVI4fRycfveJhBKlw33LCJ75JBPmO4kItHixuukGxI 2940
sparklightautoml/transformers/scala_wrappers/laml_string_indexer.py sha256=B2kQclsx2CMW1ds6QVf_B8oFhkCePsqYp5p3plLEYzI 14382
sparklightautoml/transformers/scala_wrappers/preffered_locs_partition_coalescer.py sha256=2blH6W7QLSpY0BIPa-N0OsvxYkgTceIZrDf-q1npSAY 716
sparklightautoml/transformers/scala_wrappers/target_encoder_transformer.py sha256=5hAflw30A6fIULvBfQ06fGj1ow3JrECr58U2xFagfmo 6216
sparklightautoml/utils.py sha256=dkpiH-NmZ3YkkkmJS7LVPrF8POr1TF4SVZJzf2N2mo4 17242
sparklightautoml/validation/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/validation/base.py sha256=NwUptPjUA0cWA0hn9X-cXBUaWxKqhipiv-_TlwY-gfI 5717
sparklightautoml/validation/iterators.py sha256=G70mNK5cdjs1Mbjx6s5_G5A1FOUS8NZzDyzd3E3TziA 6324
sparklightautoml-0.5.2.dist-info/LICENSE sha256=c7DrK6KH707Q_OXlgm5-szwOaSgRQGDXUaAj5Xe1e7Y 11478
sparklightautoml-0.5.2.dist-info/WHEEL sha256=vxFmldFsRN_Hx10GDvsdv1wroKq8r5Lzvjp6GZ4OO8c 88
sparklightautoml-0.5.2.dist-info/METADATA sha256=Ij0JrSmSAiF9dbWq3JWDp-Zo6qJ9isWMHbbK1XROxGQ 3048
sparklightautoml-0.5.2.dist-info/RECORD — —