Wheelodex » Projects » cleanlab-studio

cleanlab-studio

View on PyPI — Reverse Dependencies (1)

2.5.21 cleanlab_studio-2.5.21-py3-none-any.whl

Wheel Details

Project: cleanlab-studio
Version: 2.5.21
Filename: cleanlab_studio-2.5.21-py3-none-any.whl
Download: [link]
Size: 104490
MD5: 89137421e2f35c6e3b7bc096b2decf30
SHA256: 817ffb345ed4e637e771f240df611b8c416a010e53ee8c6577083250301a13c0
Uploaded: 2025-02-18 23:38:07 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt · entry_points.txt

METADATA

Metadata-Version: 2.2
Name: cleanlab-studio
Version: 2.5.21
Summary: Client interface for all things Cleanlab Studio
Author: Cleanlab Inc
Author-Email: team[at]cleanlab.ai
Home-Page: https://github.com/cleanlab/cleanlab-studio
Project-Url: Bug Tracker, https://github.com/cleanlab/cleanlab-studio/issues
Project-Url: Documentation, https://help.cleanlab.ai
License: MIT
Keywords: cleanlab
Classifier: License :: OSI Approved :: MIT License
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Information Technology
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Requires-Dist: aiohttp (>=3.8.1)
Requires-Dist: Click (<8.2.0,>=8.1.0)
Requires-Dist: colorama (>=0.4.4)
Requires-Dist: nest_asyncio (>=1.5.0)
Requires-Dist: pandas (==2.*)
Requires-Dist: pyexcel (>=0.7.0)
Requires-Dist: pyexcel-xls (>=0.7.0)
Requires-Dist: pyexcel-xlsx (>=0.6.0)
Requires-Dist: requests (>=2.27.1)
Requires-Dist: tqdm (>=4.64.0)
Requires-Dist: ijson (>=3.1.4)
Requires-Dist: jsonstreams (>=0.6.0)
Requires-Dist: semver (<3.0.0,>=2.13.0)
Requires-Dist: Pillow (>=9.2.0)
Requires-Dist: typing_extensions (>=4.2.0)
Requires-Dist: openpyxl (!=3.1.0,>=3.0.0)
Requires-Dist: validators (>=0.20.0)
Requires-Dist: matplotlib (>=3.4.0)
Description-Content-Type: text/markdown
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: keywords
Dynamic: license
Dynamic: project-url
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary
License-File: LICENSE
[Description omitted; length: 8773 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.8.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
cleanlab_studio/__init__.py sha256=EjqD5mAkoUG_59Pp8Q7yBBN3jrJowDTZQOUQU-ozoc0 83
cleanlab_studio/errors.py sha256=jJaOPgw-XzzSI_ncsGdOzn0QCrNwpPpaZrowcCy6y8M 3536
cleanlab_studio/version.py sha256=vorqSuDa5WqtQ-IDOlMKwql9Vnx-dHm-IcyUc9mjnUM 314
cleanlab_studio/cli/__init__.py sha256=fjIOkbL-y1qJQ93jqwIxmUdegzflD9gMXPuze1DDPDM 49
cleanlab_studio/cli/api_service.py sha256=bFdVvAnj-R3IhYzmeRCGqAo38TD2rG7ycZSqLNJJFbI 4591
cleanlab_studio/cli/click_helpers.py sha256=NllZnJNUS3RKWxw1cukze-Cb9T1-LaRvcxBHIuYVNh0 1853
cleanlab_studio/cli/main.py sha256=h6wugKXMPBZ0Xxg4Rwej3qe4Rg8-cSVuXbNdQRaW0HM 1661
cleanlab_studio/cli/types.py sha256=9UaDXYoyUe7Ii7u86HjNcxil-v_MiYU6IhetqQ5UTyk 694
cleanlab_studio/cli/util.py sha256=3-82epsa8uQiK4_bgIyamG2vKzuC2jgNo-GABs0q-p4 4995
cleanlab_studio/cli/classes/__init__.py sha256=l104jIoZ2ta3nbibNAnQkCUgbyZl173e2pWJDgpxgj4 159
cleanlab_studio/cli/classes/csv_dataset.py sha256=wn_x73asQtEUbHj6WERbyH4gImppSjlVBMh2qNmmU5M 1367
cleanlab_studio/cli/classes/dataset.py sha256=hjC_JwK20FFTkbKllZC9fIv3he9xmo7CIiaez5p8Tik 2134
cleanlab_studio/cli/classes/excel_dataset.py sha256=YDYk7u6Tcs0PfXxrauXMmjttGeJFihK7IAZoDvOBiYE 2429
cleanlab_studio/cli/classes/json_dataset.py sha256=81eEpYB3wG0xB2_8Mb77Y43VY5-BVmb9IT0tsbWteac 886
cleanlab_studio/cli/cleanset/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cleanlab_studio/cli/cleanset/commands.py sha256=16Fby50ccN98r8WV5Gny_ja102kPHEr4KyrXbQduVyg 202
cleanlab_studio/cli/cleanset/download.py sha256=AY9d_UBacl3Nn6aj2Jv8NRsH1OetvJmWAkZwuJgWCDM 4362
cleanlab_studio/cli/cleanset/download_helpers.py sha256=bWxuslEVlUIY5IrTvOm7ujwgQ57UYfjiFO-zVd6lVgA 1430
cleanlab_studio/cli/dataset/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cleanlab_studio/cli/dataset/commands.py sha256=bnw9MArqJi6WfsBK7an8bJ2qHKPAldE6ZPFiwI8ZJ6A 204
cleanlab_studio/cli/dataset/schema_helpers.py sha256=g1-z7WKbKORdo3Xfm-9BQfjamhIIkVfxbyi26W5e94w 1139
cleanlab_studio/cli/dataset/upload.py sha256=L62qp70yTRXWpp1AaEsgxFcdWoFZkNeikxfP5_axfQk 1687
cleanlab_studio/cli/decorators/__init__.py sha256=alvQtj3Y9PFm46ZPVxgPAMdFCR3Bw-wu2Icp11Gxuf4 113
cleanlab_studio/cli/decorators/auth_config.py sha256=Zq7I0Ok3hBqRhW7EW-bdReJacDlVeXDXi7eE8gUwZ5A 974
cleanlab_studio/cli/decorators/previous_state.py sha256=TVaSs7i_lRNI2OxEqLgooY53s4VQ-tSejq6v_7c3-pQ 1805
cleanlab_studio/cli/login/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cleanlab_studio/cli/login/login.py sha256=yz5PW2XYmy5ABpX9Mgf0OVBygFcHJVWDm7wGZ91ePIA 1862
cleanlab_studio/internal/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cleanlab_studio/internal/clean_helpers.py sha256=42-4pAmbfe5yML5FhRm2C797gT3nbL5vgKM-HBjaoTI 4297
cleanlab_studio/internal/constants.py sha256=7LYYth6UQv_K_T4OPALZOAZftYEK5hmLR3Mwc4B3Vaw 1484
cleanlab_studio/internal/deploy_helpers.py sha256=T_-O1bfZfIobomKQxhjMTVO-QTVxcE0V3lZ7FUZ9so4 1584
cleanlab_studio/internal/enrichment_utils.py sha256=ZJk7DGIBWXbeHnQQPyzGCZYco1sWhf13mdOHFdQMONE 6403
cleanlab_studio/internal/settings.py sha256=Rs8zbdqwFYCNjWXTdSBJXuvZUC-LbVglJ5ElqgLxoas 3527
cleanlab_studio/internal/types.py sha256=GXOl7amtkdEKKQU8xfiP_AsN_iEkdV1Q7N2x5m3o3C4 321
cleanlab_studio/internal/upload_helpers.py sha256=pGzmNNCvZzhiZwbX_yhkEmpGsTJ55-MsUhdHnn4qJdY 8772
cleanlab_studio/internal/util.py sha256=ixuSBkAuaHq_62IdsfIFtdHL94c9wBOugzrn7a3x4xU 11629
cleanlab_studio/internal/api/__init__.py sha256=12tOQh_mHLXFrZbYt9bEbSaIz5dFWRcLmxX0_IyvTQ8 19
cleanlab_studio/internal/api/api.py sha256=8Ft2Jkrfzx2yxjKsHh43OdUdgnLgQ74e6VUYCkvynRE 36638
cleanlab_studio/internal/api/api_helper.py sha256=6yY3MWoZ_1aXKIlbkpgO_3TSZB--ycxWBNaJkhv_rYM 534
cleanlab_studio/internal/dataset_source/__init__.py sha256=EXTnmRGJXam5015d76OjtTeXWCCoggbK6tezD9YU3SI 616
cleanlab_studio/internal/dataset_source/dataframe_dataset_source.py sha256=xVAnJUI6n1MUrplFhak14miDcrWkioCg4Nkb6AtZdPg 1215
cleanlab_studio/internal/dataset_source/dataset_source.py sha256=PP7yb-CkHcGjMj88r8rha81cBtkk49NixwXYWbItC94 1204
cleanlab_studio/internal/dataset_source/filepath_dataset_source.py sha256=6yTTf3nWsUYAuFHzIPP1IPJMdrg4QCrEVn2vbkcAvkA 1121
cleanlab_studio/internal/dataset_source/pandas_dataset_source.py sha256=KFxVew1gvasLtrlg6PEGcLtWfax2FMpPVcxgRpHqDL8 373
cleanlab_studio/internal/dataset_source/pyspark_dataset_source.py sha256=p3p66EaAWdw9jVCby2LD4mvJHPcMVEZnidAI9-PfWcw 668
cleanlab_studio/internal/dataset_source/snowpark_dataset_source.py sha256=gWirddiSJ-BW3SFA6SnWmkp_E2NbijwHrtj8g_o6zYE 717
cleanlab_studio/internal/tlm/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cleanlab_studio/internal/tlm/concurrency.py sha256=_WYSI7sdICsyqaqFDNlz17KbVk5ZqfgDbksjaPz8Luc 4295
cleanlab_studio/internal/tlm/validation.py sha256=hzRgg4M4G0Rr9AJpag0VaU5a7gJC-B3OhRv72jiVL0Q 14463
cleanlab_studio/studio/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cleanlab_studio/studio/enrichment.py sha256=siuJIWVn1pjca3yVtyi7FNQIJfli6kNyL4Crl7sOfqY 26390
cleanlab_studio/studio/inference.py sha256=o2zbBF5Kwus1GBgoWzwSxLlXHGiVETQkTxqw3nI9e_U 7432
cleanlab_studio/studio/studio.py sha256=A8k6wqUv8mebFl9exzrf-GGyowHJiNDQTIL3xpb8Jrk 32693
cleanlab_studio/studio/trustworthy_language_model.py sha256=8N0EOlm3eWz8-KG8DsCmEno-FOBPGoqqADQ5DC4skYo 44209
cleanlab_studio/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cleanlab_studio/utils/synthetic.py sha256=6sWzDwHc7nuAJyChyVEdW2Ul-vqNVvTBUWiVD1xKtTU 7793
cleanlab_studio/utils/tlm_calibrated.py sha256=yWsFhW6i95CrzCHORmcxeEx9Ekr4n169Lsd8P83iljs 10904
cleanlab_studio/utils/tlm_lite.py sha256=Vd6HMV_SGzcFhhIFW1f3tmIJGz8UYAEKh3PmTSKoIjA 11433
cleanlab_studio/utils/data_enrichment/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cleanlab_studio/utils/data_enrichment/enrich.py sha256=2l7NbROHakUGXokCFRQHpsCxjEYPBuvtzZxM06RIxX0 11867
tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/tlm/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/tlm/conftest.py sha256=2_BgBY86Xlj3VHT8LEhp1oNJVXqkIkSj04UE2xReVPU 4700
tests/tlm/constants.py sha256=wKi0ZTstAQx3jBw_f1xNFw6ofVIdNHqqE0cyzZzfpPw 1165
tests/tlm/test_concurrency.py sha256=VXgO1VcEvykzjBfSRvtRRpgDZ6aZthy0QRSo-FjC7ho 5722
tests/tlm/test_get_trustworthiness_score.py sha256=uyDHZfCIGkvcAa2O-N5zPbsgbdqkLUZX6racDaWWGt4 5638
tests/tlm/test_prompt.py sha256=d58uA8W2U0_G1Fd21Jl_WzOafa_VcWLXV34VE1y6ENY 7376
tests/tlm/test_properties.py sha256=huA0eZIlFoj0qmFu1aT434ICCxfsstImpYDF5Sa-6fA 14654
tests/tlm/test_validation.py sha256=x_poWDgblsj1qveD7MKOo8Csq2qJrebO2QjjDhzg2H4 14209
cleanlab_studio-2.5.21.dist-info/LICENSE sha256=xeuvzxA91RzPl4WXoN2xYoUflMTFJDEjluTIlddnrIY 1070
cleanlab_studio-2.5.21.dist-info/METADATA sha256=0egGbrIdQP1Oary6qERFc9_JOhwijC-us6PAnWqb2L0 10839
cleanlab_studio-2.5.21.dist-info/WHEEL sha256=In9FTNxeP60KnTkGw7wk6mJPYd_dQSjEZmXdBdMCI-8 91
cleanlab_studio-2.5.21.dist-info/entry_points.txt sha256=L8ZliTSlpZENecsgTgWm_Kko7rj8JGXbtI9d14i51UI 54
cleanlab_studio-2.5.21.dist-info/top_level.txt sha256=_q_H8OfA4oZGSiMZ7hRBHX3fdEOGc8C5NkRqVGfCcto 27
cleanlab_studio-2.5.21.dist-info/RECORD — —

top_level.txt

cleanlab_studio
main
tests

entry_points.txt

[console_scripts]
cleanlab = cleanlab_studio.cli:main