rubicon-ml

View on PyPIReverse Dependencies (0)

0.10.3 rubicon_ml-0.10.3-py3-none-any.whl

Wheel Details

Project: rubicon-ml
Version: 0.10.3
Filename: rubicon_ml-0.10.3-py3-none-any.whl
Download: [link]
Size: 124447
MD5: 56357c859ff18be0aa802958bda74213
SHA256: 47fbccb076a9fcec4468bd02e07ada1e69cb64e1ff9172f70fdd81799dd1a75b
Uploaded: 2024-10-04 14:53:52 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: rubicon-ml
Version: 0.10.3
Summary: "an ML library for model development and governance"
Author: "Joe Wolfe, Ryan Soley, Diane Lee, Mike McCarty, CapitalOne"
Home-Page: https://github.com/capitalone/rubicon-ml
Project-Url: Documentation, https://capitalone.github.io/rubicon-ml/
Project-Url: Bug Tracker, https://github.com/capitalone/rubicon-ml/issues
Project-Url: Source Code, https://github.com/capitalone/rubicon-ml
License: "Apache License, Version 2.0"
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Topic :: Software Development :: Build Tools
Classifier: Topic :: Software Development :: Documentation
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Requires-Dist: click (<=8.1.7,>=7.1)
Requires-Dist: fsspec (<=2024.9.0,>=2021.4.0)
Requires-Dist: intake (<=2.0.7,>=0.5.2)
Requires-Dist: jsonpath-ng (<=1.6.1,>=1.5.3)
Requires-Dist: numpy (<=2.1.1,>=1.22.0)
Requires-Dist: pandas (<=2.2.3,>=1.0.0)
Requires-Dist: pyarrow (<=17.0.0,>=14.0.1)
Requires-Dist: PyYAML (<=6.0.1,>=5.4.0)
Requires-Dist: scikit-learn (<=1.5.2,>=0.22.0)
Requires-Dist: dash (<=2.18.1,>=2.11.0); extra == "all"
Requires-Dist: dash-bootstrap-components (<=1.6.0,>=1.0.0); extra == "all"
Requires-Dist: s3fs (<=2024.9.0,>=0.4); extra == "all"
Requires-Dist: s3fs (<=2024.9.0,>=0.4); extra == "s3"
Requires-Dist: dash (<=2.18.1,>=2.11.0); extra == "ui"
Requires-Dist: dash-bootstrap-components (<=1.6.0,>=1.0.0); extra == "ui"
Requires-Dist: dash (<=2.18.1,>=2.11.0); extra == "viz"
Requires-Dist: dash-bootstrap-components (<=1.6.0,>=1.0.0); extra == "viz"
Provides-Extra: all
Provides-Extra: s3
Provides-Extra: ui
Provides-Extra: viz
Description-Content-Type: text/markdown
[Description omitted; length: 6514 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.44.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
rubicon_ml/__init__.py sha256=BVqJnFvZqqBtkbXkhvn7M9TE6JIntPUGYDRxPGHHtt4 624
rubicon_ml/_version.py sha256=ey3BG8wF17TB2qMHoGMfkqtK7XZS-qOeZ_lHCR_78I8 498
rubicon_ml/cli.py sha256=OexXQO_NBoBcpnEfXoNM7j-u6JufvDqtDoGeGWPp2aw 4006
rubicon_ml/exceptions.py sha256=Evfh_xWxXAfOwIhitT3-0X3g3r2SKneQhyowz5Od7EY 44
rubicon_ml/client/__init__.py sha256=OA88KPu6WUHN-2PcFi45dJle13D3Bwz5zA9VfkCuyJ8 835
rubicon_ml/client/artifact.py sha256=UO9fE2bXoLVzn6gbk8ZYRQ2kM0hT77J3jGOBSSviDXc 8420
rubicon_ml/client/base.py sha256=D1uYQrviXHMKtHiQNdj27f3A2zqhm4HB-n7T1QEmt_M 2177
rubicon_ml/client/config.py sha256=k8srdjspV6S53wahO8fR0qiXTAbFVG6sJ7tLiqoxdxU 4098
rubicon_ml/client/dataframe.py sha256=PqmFJ2_qAf_hu99YO1ZeMdFOXROomsvfzKitKVoeWIM 4466
rubicon_ml/client/experiment.py sha256=UDp3NItudwUzJctsmtj_hho0OhQyGzsSHBhQCIxTnvI 16687
rubicon_ml/client/feature.py sha256=AjWMJ0C2MXsb9XN3ySLUmzwJ7VKbzeA3xYjitXZ26Jw 2034
rubicon_ml/client/metric.py sha256=5H4hyR9QUWrCH7QeVVIca39UR2R6nqguJ_yWDjnD4nQ 1923
rubicon_ml/client/mixin.py sha256=P-hv1_ZbJPdkPfx-tVTcuR2hEWfUTCqa26pSSPrCI0g 29411
rubicon_ml/client/parameter.py sha256=3IImv1OH4Dvmk1TtVV5haHMqUgwF8CGXPXvOYZetGn0 1927
rubicon_ml/client/project.py sha256=i2IVWHMe9kt6MBoar8mdvQPd7Yud43VkciM__Cc4fVI 18271
rubicon_ml/client/rubicon.py sha256=5HS7xwgUjb93GhrE-db_NX8c2S5xB_gsXNsUWOiEMUI 12253
rubicon_ml/client/rubicon_json.py sha256=7VCP9HfGcyHH-0jqAiofb5LJs2OrY-iR326fTkkVy_4 6417
rubicon_ml/client/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
rubicon_ml/client/utils/exception_handling.py sha256=lqDcMsPXfi_H6xk55z1Md2ERx3gjy5MNtQ3cothMVIw 1940
rubicon_ml/client/utils/tags.py sha256=kMWQzKa_poRxeNkdoJ2aARKej4y-QmqsULAVIq1hM0Y 2182
rubicon_ml/domain/__init__.py sha256=Rp3p8WgNp3IwqB7omJdUt8C2UA9DPGz1lmkpb1fYHTc 788
rubicon_ml/domain/artifact.py sha256=zhhggVyV54r0YZdlx2gOiKm9wfctA_1seMII7qfcIUA 2238
rubicon_ml/domain/dataframe.py sha256=tXJtzI_LhKZYjDibhQrG8pP-KLSATDY3kQENFE93JTs 2313
rubicon_ml/domain/experiment.py sha256=RR-1mIjfktHiJUrJBC4UpxryhnWuS1bpjMTs7-CNWF0 3363
rubicon_ml/domain/feature.py sha256=fcaakjgyPnkbmIQIDh-IrfTMe2YKtKzzvlIgWbuFGvc 2199
rubicon_ml/domain/metric.py sha256=t42v4sJjnIMmKSpLJ0RoOzq612g8Lkc2CRxt1EPKaVk 2615
rubicon_ml/domain/mixin.py sha256=_XyE3THge3BS7QmdO0uumREsxeF2y--FLD8SY3o8Iso 2653
rubicon_ml/domain/parameter.py sha256=oGt4ApmRY1lv5Uy69jFFSXcoMMmloA6fwRUdNJeKUGQ 2107
rubicon_ml/domain/project.py sha256=WK1bJUxr3mchkjk1l57EPZJ5LTeDzKFGNY_xGN5mDDo 2138
rubicon_ml/domain/utils/__init__.py sha256=OX9Aiuv9G3ibu35nxC-WCALBH7OXesjeF4T2PCozMC8 103
rubicon_ml/domain/utils/training_metadata.py sha256=FWJqxEEgks_xpccCESP4P6eUlcoHz3hMi6nFsYOnx1M 1301
rubicon_ml/domain/utils/uuid.py sha256=2YYThn3jT-1MZcMtwuM4GhZnae5z3VTFvWXiDvKDsfc 193
rubicon_ml/intake_rubicon/__init__.py sha256=xukZSgHpiwQZi7R4RLGfEIJSId16WWKqyAoAgRAM8-Q 455
rubicon_ml/intake_rubicon/base.py sha256=pezTxNJ7N2C2GeR3cLEhyn-UZjOnVHOD9AKfq5LOiOQ 2247
rubicon_ml/intake_rubicon/experiment.py sha256=2YvWc2V_yQJrIa3mx99kjZlCqJnC5xZBvF_l3Kb9kmU 1781
rubicon_ml/intake_rubicon/publish.py sha256=wjfSBG3VzYe9j8jOnoGpW83JWD09n-xROAUkO0jqwdI 7920
rubicon_ml/intake_rubicon/viz.py sha256=wogg2k70c1OJdot107AIkv5ro3yFmz-Agbh0klj5Odc 2886
rubicon_ml/repository/__init__.py sha256=1WPXGLjgGBGa_aPr_Au_N6xl0CStikqXSKLTXjnQG30 322
rubicon_ml/repository/base.py sha256=a-KpNZDGPmMMPicKtSw6NjJN31bCBMBQmoC1P61NaLw 50280
rubicon_ml/repository/local.py sha256=3s8UBUTumSkmt3LW9owFHIkotIXinjUkbYJq3Qai2cU 1038
rubicon_ml/repository/memory.py sha256=iAPBvdXY5zSRZ0JQo5YL5YifuVrh7krEaPmruSzXh2Q 1728
rubicon_ml/repository/s3.py sha256=FPCS6koALFEOOtli3oQEvjzUr5FwITMS8M_it-8Syqw 1231
rubicon_ml/repository/utils/__init__.py sha256=XiGZSl3PYeWs9iS_6PwrXFwSmL0W0fDde3OQgS80_S4 79
rubicon_ml/repository/utils/json.py sha256=Fu9O2DZV0_-aqZb77GsnkILeSN-QLsJqJKGUnM_sZnI 2610
rubicon_ml/repository/utils/slugify.py sha256=DCNeflMoImX5E27r1D81Gbyua8Xilb4fsD9Rd2ww38M 326
rubicon_ml/schema/__init__.py sha256=9Rw1pI8v5eNyMGTLXQStA1z4Q3Bk2M_S2iCbC8LzQ74 251
rubicon_ml/schema/logger.py sha256=2FaSHLutLAYObgpBRUhKWujes09dx_1RnwMWVj00dHg 7979
rubicon_ml/schema/registry.py sha256=8gXdthXkyUDnZpVZo4vdmMOFnjbVLxQ743fYzPZS98o 3093
rubicon_ml/schema/schema/h2o__H2OGeneralizedLinearEstimator.yaml sha256=Jn-tGR-m3VBWVIcIn40gqYs-ykDH_6lZpjE0RXtvTIs 4625
rubicon_ml/schema/schema/h2o__H2OGradientBoostingEstimator.yaml sha256=SGDRwpVIFDN5NkWLzVG9izGAgao1J6-xirK92fb-sng 3970
rubicon_ml/schema/schema/h2o__H2ORandomForestEstimator.yaml sha256=MWYejHvEN3gWdeF5FY8mg7hTLWKstxK1ZcdQ1TrIQHY 3141
rubicon_ml/schema/schema/h2o__H2OTargetEncoderEstimator.yaml sha256=MgbXMutyQtpjBWfpzVqplGvAK_FlP9GTQyA7m6CALyg 887
rubicon_ml/schema/schema/h2o__H2OXGBoostEstimator.yaml sha256=SgNYD8XH0uzlCMlikbU_yn8OUnSyuften5WTsnop1TE 4008
rubicon_ml/schema/schema/lightgbm__LGBMClassifier.yaml sha256=4euc6fcU16x1FGPnvY9xemim3ZkvsldxdqJczXv_qIg 353
rubicon_ml/schema/schema/lightgbm__LGBMModel.yaml sha256=kcd1n66aHdVIvW9Ld73NIK0SwochylLATOKw0hnHB3U 1833
rubicon_ml/schema/schema/lightgbm__LGBMRegressor.yaml sha256=2CBQv-cPX1gmR8a2Wnw4hxwkRdJvc9NuAHMpRv7ZaR4 251
rubicon_ml/schema/schema/sklearn__RandomForestClassifier.yaml sha256=Dq7HiJpPEagXcSroUfAUrm3BM7EDNI72jDiomnAh2Tk 1538
rubicon_ml/schema/schema/xgboost__DaskXGBClassifier.yaml sha256=yJV3NTvZ46MsbjiZC1IGKUK0KltpCjl3FLoEvXW-wVo 247
rubicon_ml/schema/schema/xgboost__DaskXGBRegressor.yaml sha256=_qnhBqf_jPyugEsgxmbA2F7A_zuq5DCtP8rCq84mSds 245
rubicon_ml/schema/schema/xgboost__XGBClassifier.yaml sha256=d8Mk1mCApZKwduqS7aGN1cmft1OQcp5JNMALTMagG8k 234
rubicon_ml/schema/schema/xgboost__XGBModel.yaml sha256=Lfa2Sk25z-NX44Hjn9pcPfTbbvGYrTW_WTM9L_vlLv8 3098
rubicon_ml/schema/schema/xgboost__XGBRegressor.yaml sha256=qpxK1izDmDwtR895jy8JdjBH598Ovgf-083cha8pN08 232
rubicon_ml/sklearn/__init__.py sha256=FM9NazJIVvon-1ABIWfsqHAm_46HUhoXSbzQWI2vNA8 221
rubicon_ml/sklearn/estimator_logger.py sha256=luGwVd0yC5sD6FvlDHWLFkBw9e3_Ymd_vIcG8OAkmlI 1184
rubicon_ml/sklearn/filter_estimator_logger.py sha256=Vn2Jw_zlpPUIRiqFi8Q6ZOztl1nHZPc9FxsmV065Re4 1848
rubicon_ml/sklearn/pipeline.py sha256=ekE-3Ll2NGfKElKCmp3jte37Ze_3vYlvW9eqqNdJbt8 14150
rubicon_ml/sklearn/utils.py sha256=j4A1n_cVmnNDh3DJ4VcW4R-0H00Gw3jG05LPgtXfti4 427
rubicon_ml/viz/__init__.py sha256=VRkJ7B2wPn_JN9Etao3O1KbuwwjFBO2MFLJL3TP-xjQ 446
rubicon_ml/viz/base.py sha256=gwDq97j0EnjJdTYUHr2YwSNhurErP1_DevHY7ztKpbQ 7059
rubicon_ml/viz/dashboard.py sha256=Jve17IYPbEmM9pfywdDgRW2kAUUKwQok_X6Am1mItmE 2658
rubicon_ml/viz/dataframe_plot.py sha256=NR2lkPp-8wS6GbI6McP5jUhzR_FLF6LUkQBCwr0rdYM 6312
rubicon_ml/viz/experiments_table.py sha256=sKEZfbD00hy7I09vA8Jd_VGKj7StLQa-aviLAhGk-7k 17056
rubicon_ml/viz/metric_correlation_plot.py sha256=F6FSFs-NGepTVRiTlfxMT0e58qyjbM-C9yrxteK9NIU 8384
rubicon_ml/viz/metric_lists_comparison.py sha256=6PxlHUvX6eniO1TPxB_6qmyYuXgaA_qHVtqmDA4Ip04 7669
rubicon_ml/viz/assets/css/common.css sha256=1iFEGFuICBhvLVl9L15NlyDzoWWaz7MGM1EpEBrCv1E 39
rubicon_ml/viz/assets/css/dropdown-header.css sha256=Sni34Skr6MsJYGsqfOOzsjLEAvWWt6y4hsePyMgyFA0 462
rubicon_ml/viz/assets/css/experiments-table.css sha256=TvvSU0E3mUVieEa8ycLhbKFTpxjgSC6Q6Fm6o40OeQg 498
rubicon_ml/viz/assets/css/frame.css sha256=aW_6dyxvb2enStc4ZjcMBLP_Q0eYVPiSq2r3S5jm5Oc 304
rubicon_ml/viz/assets/css/metric-correlation-plot.css sha256=lKH6oWXiROdXO8vnX-izkW_6eVlODwoTYIdFjthOiI4 131
rubicon_ml/viz/assets/css/metric-lists-comparison.css sha256=ORTrM6uZ-EcZfxgAKu6zE0Oi7QaOMgQks6CbFfyQlAA 126
rubicon_ml/viz/assets/css/plots-comparison.css sha256=UyfuHmM-cRhecwXgSHw1Npr9K60ySjbL-7cg0eLCghY 103
rubicon_ml/viz/assets/images/rubicon-logo-dark.png sha256=yVhgglpSgoI219KkICX44Ajfu-LW0U17s944tHoAp3I 15179
rubicon_ml/viz/common/__init__.py sha256=2i-UJUGoU8TzPR5oWtpZHb983Z_JsiL9Yz5O7547Aik 97
rubicon_ml/viz/common/colors.py sha256=rfgdpFpEo7QANpTtFtEfXXgG7MgQ9gH5sFHqYMFoDsw 375
rubicon_ml/viz/common/dropdown_header.py sha256=4Nk6hrGopiChkKoJTmKcHbEZ01LrL_gb3FJzkZ97bFg 1452
rubicon_ml/workflow/__init__.py sha256=FA43UGfX6vEAIdh7qfR4X-k1F-gum7PsOI70_ATGBYA 321
rubicon_ml/workflow/prefect/__init__.py sha256=8I_lBaGyCF9-3GOhclXSwt3-UkGhxHwSDQTheIkZfbE 1070
rubicon_ml/workflow/prefect/tasks.py sha256=Eeppa70L9-tTgkSiGmnFBLWE3gzCKDG4V09hbS5uB00 6351
tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/fixtures.py sha256=G7OOtE3J8XN8XIp7THYGjlow9-q7f_GYbV6_tV9jCBw 15710
rubicon_ml-0.10.3.dist-info/LICENSE sha256=xx0jnfkXJvxRnG63LTGOxlggYnIysveWIZ6H3PNdCrQ 11357
rubicon_ml-0.10.3.dist-info/METADATA sha256=vCGnRTfu_0Olk_mGfrkpSUOJRVTOtbmkWTbZYmsaTQ4 8445
rubicon_ml-0.10.3.dist-info/WHEEL sha256=eOLhNAGa2EW3wWl_TU484h7q1UNgy0JXjjoqKoxAAQc 92
rubicon_ml-0.10.3.dist-info/entry_points.txt sha256=q8u6E62T_MvepodvSC1iuBMKChdnCRaBtUEposeGKZ8 501
rubicon_ml-0.10.3.dist-info/top_level.txt sha256=0_YX9khePupMf83vviq7GohdsvnHVCa9b3T6VPDLeWM 17
rubicon_ml-0.10.3.dist-info/RECORD

top_level.txt

rubicon_ml
tests

entry_points.txt

rubicon_ml = rubicon_ml.cli:cli
rubicon_ml_dataframe_plot = rubicon_ml.intake_rubicon.viz:DataframePlotDataSource
rubicon_ml_experiment = rubicon_ml.intake_rubicon.experiment:ExperimentSource
rubicon_ml_experiment_table = rubicon_ml.intake_rubicon.viz:ExperimentsTableDataSource
rubicon_ml_metric_correlation_plot = rubicon_ml.intake_rubicon.viz:MetricCorrelationPlotDataSource
rubicon_ml_metric_list = rubicon_ml.intake_rubicon.viz:MetricListComparisonDataSource