sparklightautoml-dev

View on PyPIReverse Dependencies (0)

0.3.2 SparkLightAutoML_DEV-0.3.2-py3-none-any.whl

Wheel Details

Project: sparklightautoml-dev
Version: 0.3.2
Filename: SparkLightAutoML_DEV-0.3.2-py3-none-any.whl
Download: [link]
Size: 146150
MD5: 0bfbcdeca09c93384d8bceb3d8ec6d0c
SHA256: feb53abbeb2aacddfd16f8ac425c920ee6bac928b08f7fe160d0135192b46d30
Uploaded: 2022-11-27 10:22:02 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: sparklightautoml-dev
Version: 0.3.2
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/fonhorst/LightAutoML_Spark
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: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Typing :: Typed
Requires-Python: >=3.8,<3.10
Requires-Dist: hdfs (<3.0.0,>=2.7.0)
Requires-Dist: lightautoml (==0.3.7.1)
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: pyspark (==3.2.0)
Requires-Dist: synapseml (==0.9.5)
Requires-Dist: toposort (==1.7)
Requires-Dist: weasyprint (==52.5)
Description-Content-Type: text/markdown
[Description omitted; length: 1541 characters]

WHEEL

Wheel-Version: 1.0
Generator: poetry 1.0.7
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=NswQBgkCDujq6oNcRBFCXTrASKkx6Vi-WycK7erOO7Y 21213
sparklightautoml/automl/blend.py sha256=jGQJkLy7Kd2YfY9GECrmakIeWPgdn7h1ZNB4ra_uO7M 13142
sparklightautoml/automl/presets/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/automl/presets/base.py sha256=bGnzvknEEysP3GU0PUiMaU8uMAfBv3zAJrk4GWjHgkQ 9185
sparklightautoml/automl/presets/tabular_config.yml sha256=ZykEvAmVdJu5_E87o3fK71oyF_kTkbR198m6ld34R6Y 6593
sparklightautoml/automl/presets/tabular_presets.py sha256=_jkvJtRyqGvQHUfNOHApp8XSt6oBZ3vhKC4zmS_aIXQ 33589
sparklightautoml/automl/presets/utils.py sha256=LRAZr2eVEhzgHso9yEiEDAaW0Sbm5DgL-wDUhg2eP94 2840
sparklightautoml/dataset/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/dataset/base.py sha256=FqVbWnpmQ2KIwMJmU-fp2cYLf9Q0nDhTyIcBXP1LMsc 20023
sparklightautoml/dataset/persistence.py sha256=_2Ay0lz4TAPTAKOWX55tWTRVBco3i54FA3vI7hoIkY4 15577
sparklightautoml/dataset/roles.py sha256=dR2lcNvGfoy_MgdDrwOr1vw7YQMbbOE75ciKZzP_sAo 1954
sparklightautoml/ml_algo/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/ml_algo/base.py sha256=KHkSr0x-KAhuae6VRV_xXgGWffbB6u8yP4bn4n4b7jU 15644
sparklightautoml/ml_algo/boost_lgbm.py sha256=mILnCEfznsCQ7pzo8yClXfWdF1Pha84rDmnGA52L1XE 21968
sparklightautoml/ml_algo/linear_pyspark.py sha256=wNvZMdrTQZgOu2Cx3TusBe_csOwiohnrIEAuJwn6ZCI 9557
sparklightautoml/mlwriters.py sha256=-wkA0CK1X7TaOJLJeVEaVr4EOnI164zojaxPK9o1kdA 11868
sparklightautoml/pipelines/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/pipelines/base.py sha256=gAwQXqRo0soz8wF1zKKKUAqdbMG_o2goMhPPz-HLm6g 2586
sparklightautoml/pipelines/features/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/pipelines/features/base.py sha256=6S3YYsBD3gq3_a4gWUTwNKmVuIOqURJgmXxv6qlonF8 24500
sparklightautoml/pipelines/features/lgb_pipeline.py sha256=nWrYHo9p1KyHxmN76PGksoYznTxlBFODAFK9vJaFPto 8918
sparklightautoml/pipelines/features/linear_pipeline.py sha256=61VZnvAC4QtBb3VqAfu36Aaza3Fom2fQi4RH-ERXjrM 11535
sparklightautoml/pipelines/ml/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/pipelines/ml/base.py sha256=UVRMTHJvpIGC3cg4-KRajKfQYZpBxrQfPzq8KobupTc 6923
sparklightautoml/pipelines/ml/nested_ml_pipe.py sha256=YxDnGZhXeiPgjSmrgFbZ_EpTgoLVYx3A_nq5-HNUE8s 1938
sparklightautoml/pipelines/selection/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/pipelines/selection/base.py sha256=NPkWzrWrRKRR9C99q22QwHwpSwYDOc_hqjsszCDEpHs 5914
sparklightautoml/pipelines/selection/permutation_importance_based.py sha256=kURrsaAEYL90XeP4uhsN3S9GdG1TU5Ny_pA-YtUjGtA 3394
sparklightautoml/reader/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/reader/base.py sha256=ryNviQhY4J_Udi_XBEIwHBW9WnWkVE87AVqMlBuZb0w 30278
sparklightautoml/reader/guess_roles.py sha256=bqxefsMpnMErRzBHyBfDvYmwclpYFYl4EOihH1LTrxc 12902
sparklightautoml/report/__init__.py sha256=o-ArGgU-s9hQI3ZbrVgPr3jl1w6rw7n3DMZEFDoaeWY 214
sparklightautoml/report/handy_spark_utils.py sha256=IPc4eRnmu3mj0HDGELzG_e-p_DmnlGUHSkdQY93uvSg 501
sparklightautoml/report/report_deco.py sha256=EXTkQ0-HQDaQot_IPHrwEbE3Q-pxpCvgLR0Y9cVQwwY 56459
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=bNDkGGfv3SmSoKgpJEs0BctN_p9LV9KpsQsnZJUqM5Q 5432
sparklightautoml/tasks/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/tasks/base.py sha256=XKUTGdhkqvmwmtLg-7hecFmHxjKjppzGUusNu9qZvG4 5571
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=bEZKbblmJp3D4xpMztZXBFXcXYVgekMaFnFRDy7-fwE 15330
sparklightautoml/transformers/categorical.py sha256=XtjxO0ymxSO2vbWlq9YpV3Obt7nYu-DOKLsHck8Tb6A 36986
sparklightautoml/transformers/datetime.py sha256=KHGzRCNBolS7DnBpqSRLT8Y8ow_uX8DN7vJkl8K8ydM 11558
sparklightautoml/transformers/decomposition.py sha256=uZyA4vo0tL488PASYBxlR3G4TCcuCk8d7sL1v_3pZ5U 2676
sparklightautoml/transformers/numeric.py sha256=zv7CmJEtwWgsOb7-GTfwOltIjlWORAGDW7L8wkwKmXk 15126
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=gSw3Dhdo8E-TDpQQZ6saIEcNLK-dn5cfplwyM3kCfYY 2811
sparklightautoml/transformers/scala_wrappers/laml_string_indexer.py sha256=44BjBOWjNauctiCR_hhWxMxq_2qsIubRanNBQHI_1nU 14056
sparklightautoml/transformers/scala_wrappers/target_encoder_transformer.py sha256=aNItZBZduyxQ5dF20ea9YhlrzPHoOOdR59kmCsnV9DY 5988
sparklightautoml/utils.py sha256=HwnD0pkEHLBExYvZ3Wxz4pkZtHLRSJz6Cfn8Ma6Pxek 15501
sparklightautoml/validation/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
sparklightautoml/validation/base.py sha256=rRt_hqW7XfrG2IBSFcqiv_DSEqNAkzd2xDIzV3OE-fw 5158
sparklightautoml/validation/iterators.py sha256=Y1RmMSovPp0Snr9Ie-CHoGeTwryyjj6RtUIzMVff3QY 6819
sparklightautoml_dev-0.3.2.dist-info/LICENSE sha256=qWxo8WlitXCtqKaUuI8N0kOd18OvPWUHsjzXKS4oPTI 11495
sparklightautoml_dev-0.3.2.dist-info/WHEEL sha256=y3eDiaFVSNTPbgzfNn0nYn5tEn1cX6WrdetDlQM4xWw 83
sparklightautoml_dev-0.3.2.dist-info/METADATA sha256=uyQKqwGzuovkKeYkVcjisAcGgKLSV7uxfPY58Wh6NU4 2863
sparklightautoml_dev-0.3.2.dist-info/RECORD