Wheelodex » Projects » MAMMOth-commons

MAMMOth-commons

View on PyPI — Reverse Dependencies (2)

0.0.57 mammoth_commons-0.0.57-py3-none-any.whl
0.0.56 mammoth_commons-0.0.56-py3-none-any.whl

Wheel Details

Project: MAMMOth-commons
Version: 0.0.57
Filename: mammoth_commons-0.0.57-py3-none-any.whl
Download: [link]
Size: 147259
MD5: dc4de74d4ccc56a73e849547f739f4c5
SHA256: 3585ebe1fba3b677aa8541c4c25e97c31ded9ddc758f14dc31bae54f8e1c3b43
Uploaded: 2025-04-02 00:34:29 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.4
Name: MAMMOth-commons
Version: 0.0.57
Summary: Component interfaces of the MAI-BIAS toolkit.
Author: Emmanouil (Manios) Krasanakis
Author-Email: maniospas[at]hotmail.com
Home-Page: https://github.com/mammoth-eu/mammoth-commons
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Dist: numpy
Requires-Dist: markdown2
Requires-Dist: dill
Requires-Dist: numpy; extra == "deployment"
Requires-Dist: markdown2; extra == "deployment"
Requires-Dist: dill; extra == "deployment"
Requires-Dist: numpy; extra == "all"
Requires-Dist: pandas; extra == "all"
Requires-Dist: fairbench; extra == "all"
Requires-Dist: PyYAML; extra == "all"
Requires-Dist: kfp; extra == "all"
Requires-Dist: onnxruntime; extra == "all"
Requires-Dist: onnx; extra == "all"
Requires-Dist: markdown2; extra == "all"
Requires-Dist: dill; extra == "all"
Requires-Dist: timm; extra == "all"
Requires-Dist: torch; extra == "all"
Requires-Dist: torchvision; extra == "all"
Requires-Dist: cvbiasmitigation; extra == "all"
Requires-Dist: facextool; extra == "all"
Requires-Dist: pygrank; extra == "all"
Requires-Dist: flask; extra == "all"
Requires-Dist: Flask-Bootstrap; extra == "all"
Requires-Dist: Flask-WTF; extra == "all"
Requires-Dist: Flask-Session; extra == "all"
Requires-Dist: multisoc; extra == "all"
Requires-Dist: seaborn; extra == "all"
Requires-Dist: coverage; extra == "all"
Requires-Dist: ucimlrepo; extra == "all"
Requires-Dist: plotly; extra == "all"
Requires-Dist: docker; extra == "all"
Requires-Dist: PySide6; extra == "all"
Requires-Dist: aif360; extra == "all"
Requires-Dist: aif360[OptimalTransport]; extra == "all"
Requires-Dist: shap; extra == "all"
Requires-Dist: aif360[FACTS]; extra == "all"
Requires-Dist: aif360[AdversarialDebiasing]; extra == "all"
Requires-Dist: aif360[Reductions]; extra == "all"
Requires-Dist: aif360[inFairness]; extra == "all"
Requires-Dist: readchar; extra == "all"
Requires-Dist: rich; extra == "all"
Requires-Dist: html2text; extra == "all"
Provides-Extra: deployment
Provides-Extra: all
Description-Content-Type: text/markdown
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: license-file
Dynamic: provides-extra
Dynamic: requires-dist
Dynamic: summary
License-File: LICENSE
[Description omitted; length: 140 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (77.0.3)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
mai_bias/__init__.py sha256=HEBaCLQH_dMOxu2VkOl1M3nbLp07WH04uyyWuAteVKg 384
mai_bias/app.py sha256=UA1wD4pVmix77qYS8dEIP6YxV3rwkV4ZcR0nSOw-J94 8068
mai_bias/bias.py sha256=UA1wD4pVmix77qYS8dEIP6YxV3rwkV4ZcR0nSOw-J94 8068
mai_bias/cli.py sha256=wLrLmR-VelrrHM6gwkODrxNDpGXy-si11eMySpOxs3Y 39520
mai_bias/backend/__init__.py sha256=yC1m85LtbviqP3y9RwPlnQ0t6PilSD3ruJKj5JqQeCs 122
mai_bias/backend/catalogue_loaders.py sha256=wid8NRLwLwcyLhDWVW5mkhU8aufMIr8pxcD1QJ_WFN8 3373
mai_bias/backend/loaders.py sha256=1axlhh5H-BNwosl0UkCqJB_kSu_n_GHweY_rvXecX_M 3354
mai_bias/backend/registry.py sha256=QLLhefd_VWqsczJ_nKjOYmhSEcACu1iwPaqXsiFOdGM 5192
mai_bias/catalogue/__init__.py sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs 1
mai_bias/catalogue/dataset_loaders/__init__.py sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs 1
mai_bias/catalogue/dataset_loaders/auto_csv.py sha256=Gko3OGFOIMo3Z3Z0uzmoIErtDOh9YH19O7IGVWDtwKQ 2219
mai_bias/catalogue/dataset_loaders/custom_csv.py sha256=xsXQ8ZaegaxMbEtuQL8uhmomK8O97lyS-7R1QqG6AKI 3276
mai_bias/catalogue/dataset_loaders/data_csv_rankings.py sha256=V03LXkLjMf3YtIVUcgDmualu_K65iqf-_GTLl2R06SM 1742
mai_bias/catalogue/dataset_loaders/data_researchers.py sha256=xECT-EQZN21kNi5_De3IIOfdMg1HfRmVKnusMqM71fc 5553
mai_bias/catalogue/dataset_loaders/graph.py sha256=KGcyFLb95BoG5kOOCaR2opJpHIYVWkeMI9oWX8_AERw 616
mai_bias/catalogue/dataset_loaders/image_pairs.py sha256=q5KeDEUNtg-aWvZmiq0_ADc3JeJw8lxHR1d5YjUOkUI 2796
mai_bias/catalogue/dataset_loaders/images.py sha256=p91Btrsnt8_gcN-CyaQkXh2wHw9YKugry2x1Ph8YbNo 2385
mai_bias/catalogue/dataset_loaders/uci_csv.py sha256=h0j5iIu3OL1cpVhn4iko9VFEUOa1PPUrJ7n957xtCpE 2393
mai_bias/catalogue/metrics/__init__.py sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs 1
mai_bias/catalogue/metrics/augmentation_report.py sha256=NuWXjK1lkdMPqtLbAkiNGL-y9Cqz-T99jnbfaRr-weY 31903
mai_bias/catalogue/metrics/bias_scan.py sha256=30PfIeqihZ7vaPuWExGVsjyRgE1YiXdoWWqKClQI-XI 3991
mai_bias/catalogue/metrics/image_bias_analysis.py sha256=UHRTEPoxaxy6mgnf8ZVlx_e3D1O_5Z3UjUwjEHkcweQ 6028
mai_bias/catalogue/metrics/interactive_report.py sha256=kaQZGgB55OQcmPEPbjhXUeuGiomhGhkcM6vQ3KspLhU 2214
mai_bias/catalogue/metrics/model_card.py sha256=T4XdJTP3Py6vFMlStQWlEBmsv3vznx1juLBAwZoPZks 7531
mai_bias/catalogue/metrics/multi_objective_report.py sha256=P8L9PpfW1iBNEeMXt5oq26YaAb2dm9gTzOr7JVFxYeQ 5583
mai_bias/catalogue/metrics/networks_layouts.py sha256=zuagvDdTNbTXQJmGglFXaAgDN5y_KEoH51q3xH41iVI 10272
mai_bias/catalogue/metrics/optimal_transport.py sha256=aGI2CWUT38IVwfIU0qDrsqNu2iAoF4x9QFHa4jylO00 6198
mai_bias/catalogue/metrics/ranking_fairness.py sha256=RC48s5CyC1YDFGfGGVnyHZGFpM-KNzU9FagE6ikwl7w 27640
mai_bias/catalogue/metrics/sklearn_audit.py sha256=wvfaeoZ1O-yIYDOImkDYeQCBQxJX-ArRbne9xxZ4s1k 10524
mai_bias/catalogue/metrics/xai_analysis.py sha256=z0fFRZ-ubXMnHuAbR_G7QGeU73ydJ6-ZjGb9rbdIy_w 4288
mai_bias/catalogue/metrics/xai_analysis_embeddings.py sha256=9HPM5WSeIGWozZMGgqEXADsOWRUiu94oIcTPHuF81hw 5007
mai_bias/catalogue/model_loaders/__init__.py sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs 1
mai_bias/catalogue/model_loaders/compute_rankings.py sha256=KcnTwxM6_ZnFVC05de1qQ4jdI_CnbfoT-aZj38U2nZY 703
mai_bias/catalogue/model_loaders/compute_researcher_ranking.py sha256=ybH1HrfuvS7wTBVkFKXObg-YKC4BD2lPlEsLoszE2tE 9223
mai_bias/catalogue/model_loaders/fair_node_ranking.py sha256=2qTIy6XXbSmxVk2F5akk-e-8-GYNfF39w4RfCxSP-ys 2595
mai_bias/catalogue/model_loaders/no_model.py sha256=RXkG42_nK531hUwZ5n7NDhh5XLBYhqkn7-muP-YfaX4 303
mai_bias/catalogue/model_loaders/onnx.py sha256=adbVsbm_Lp1MlwaO6laiV9U1UvjDbxnAyADPhm5lpAA 1979
mai_bias/catalogue/model_loaders/onnx_ensemble.py sha256=X3ytoEP7-Xx4q-vbqjYxUIXUAob6MSdphlc0rL1yZyo 3261
mai_bias/catalogue/model_loaders/pytorch.py sha256=4ZxZajPyOPwLTqGn5zRRGUJeQ4qJGXFHyHkUS3CAPrI 1805
mai_bias/catalogue/model_loaders/pytorch2onnx.py sha256=cilsQcj5SpqYEcLOO7BV1r3_f4QnoFoL6KvKZYxx7ss 2541
mai_bias/states/__init__.py sha256=T3zhvJ83IcHN-tv2Vc1jjGN29rIwWbgL5HK-V1iptxw 175
mai_bias/states/dashboard.py sha256=gcdG2ib2UoeObeo6HvqVz0ZRWBNa3WE9QVX5B_93EMc 13496
mai_bias/states/results.py sha256=f5j2qT0kDnXjG9MCXhtxExynj4TMRVRhOSVQmumz3XU 5903
mai_bias/states/step.py sha256=C-PXjGzSGUPry6vwZ71n7gtUSpSL9CroniKLhJ4e7bI 23993
mai_bias/states/style.py sha256=MRMb6flg30t4nSu_Fy3CXGDwlsQBAjdbo8mohUsZKQI 1993
mai_bias/states/steps/__init__.py sha256=AkeVjz52eYgqMERUBjrjSHn8W7puJ5Dg6hNdk5-YZN0 125
mai_bias/states/steps/analysis.py sha256=V7mwOahhrJH2OUnWHUdfZvXNScWk8hKsXdekJzevtWs 6628
mai_bias/states/steps/dataset.py sha256=NdCOSPArxIxTOMEaNjmL8HAvE_IK0HbR7qHpghSbKiE 5417
mai_bias/states/steps/model.py sha256=hWb2vAipLMrEGGt5Uml76XUHaefUak0_dT1ac1N-2rs 5280
mammoth_commons/__init__.py sha256=1xB0laPe4Gq_kHtEvedqpOYHc-eXt7vfIl-jWU0Cbow 214
mammoth_commons/custom_kfp.py sha256=nqOnJVAl6zcSNQqdOSzfdR3MNyPvVYb9unibtl1L4oI 3533
mammoth_commons/externals.py sha256=YjvfRWsDhCZGT_Z8_rKT46DvIlvu89HBVZDZEmd0ltY 6885
mammoth_commons/integration.py sha256=gRUmF06caj2G7uHA_arHZ4LxpUUx0PD9E6Lv_uuLKCo 12378
mammoth_commons/integration_callback.py sha256=9OnD8a0w3dkYZ8abDW9BAZ6UuCmh2vqDReuWc25nlyg 1117
mammoth_commons/testing.py sha256=O7Mq6IZAS6Cimhl8Dlp1u8JzbEiCd-_bqC3MmNVEMCc 915
mammoth_commons/datasets/__init__.py sha256=GYW76FQ-SmDnrCWSAnRXvcFgjZRJsmDCf5r79rCBMnQ 336
mammoth_commons/datasets/csv.py sha256=w8DrESx2e-r2uk_nYnpepagMYndD-Pkytq1gULZBzS8 1443
mammoth_commons/datasets/dataset.py sha256=0AfXD41dJ2kIHjF3TdozDuqC74pIYYZ2FjlcH2los1k 767
mammoth_commons/datasets/graph.py sha256=ilG2RJQtWwZqNkuzKnrckMQBZZSvvMOTlRaXZ-S23nI 643
mammoth_commons/datasets/graph_csh.py sha256=aH7GppcVYMw-glxWyFw3zUgBMJoi12zRqshPOfUVA5g 4148
mammoth_commons/datasets/image.py sha256=6buKbcO-HkYs1Ek3x3ipP_5Zqb0uPNYlx8KaQhtNZsU 3295
mammoth_commons/datasets/image_pairs.py sha256=reDevViIp2oMBbf7GRDYVOZEiBYtIsAKiV0sjLIWib8 3356
mammoth_commons/datasets/backend/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
mammoth_commons/datasets/backend/onnx_implementations.py sha256=DwQefCC5lGJao9qyIgP9ibJV2-ncGlZeDF5uU9ULgRY 7705
mammoth_commons/datasets/backend/onnx_transforms.py sha256=4EDNcBsXzUL1ijtJnmSNXPMvik_seZ8_xHaIVHtdjTI 1705
mammoth_commons/datasets/backend/torch_implementations.py sha256=2iGpazfE_pvRhfk9Pi0h8aFHBqQZXMmLtCiyFb2MBiU 3770
mammoth_commons/exports/HTML.py sha256=Vc1ONIyKLTmeUYXipnNu_PYI6Rsa3Z6m6fpe7YlJzck 2962
mammoth_commons/exports/__init__.py sha256=fC0Y04Lob02B4UEGMV5bG5BtohEMuhVpl2B_Gabh_S4 123
mammoth_commons/exports/markdown.py sha256=mBIuJ5eg6NZ90WfcFhd7UFQOWSI0efZSSjNcQ4UGT7A 2977
mammoth_commons/models/__init__.py sha256=AA6o1hgJe9BtDbBB1MmdFi3gsPmfB4stgF3QePApTEU 467
mammoth_commons/models/empty.py sha256=GGDja9sHx-EUb9Cm5FckXcA55iy32RZaNBodDo_hX8Y 225
mammoth_commons/models/model.py sha256=K5qdhpZVar-P_bYyvPvwiRa-oQQvhxmnygWPI97aI7s 43
mammoth_commons/models/node_ranking.py sha256=KcvVijdcdFgYZJ-Ll_Z4_XzNrhYlOkj4Mi8GsKlDK20 870
mammoth_commons/models/onnx.py sha256=Bt50yxun6XF-cZW5lpnZ8B7bmYBNLgTpJjLzfOZ_v6A 1428
mammoth_commons/models/onnx_ensemble.py sha256=uNd2O9IBD1NvI2prbjZ3Df9lBWEa2cPR5_Ec46KOLa4 1937
mammoth_commons/models/predictor.py sha256=2hx40T8zsGt446br5D1GhK6nJYkc1EPBiWmYo6oPJy0 234
mammoth_commons/models/pytorch.py sha256=bEK5hT7BT4pKnQlMetknonUfaGrfItlIa2qBcAqxvlw 3381
mammoth_commons/models/pytorch2onnx.py sha256=z0S-3K_qHS6TT0NlB3508cbFxf3o8O-Qa2lxTticH6g 2693
mammoth_commons/models/researcher_ranking.py sha256=x_uSqHgpBQjwnOsDJczS3yaE57oKWpuqswFdJNF5oF4 439
mammoth_commons-0.0.57.dist-info/licenses/LICENSE sha256=yj1M8actae3Ccx0z5pIutH7vRrWv3c7nkgSN7ZnwIJU 546
tests/MFPPB.py sha256=a5U1O0sk1dJIfNjE_Zz4mwdPkessEXwL5izXWlkA3Y0 47496
tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/test_aif360_bias_scan.py sha256=Oxx4GuJzbOEOQ_lKvZvszdWSwfk0pGwGoGkymBjuHRY 1232
tests/test_aif360_optimal_transport.py sha256=EwkX3QDd9J1kTLplDMNoxiJwxtqnoUKMc9oW_hUoaGs 1266
tests/test_tc1_bias_mitigation_cv.py sha256=IOJZCDjXR3SeNfOypdslcyItz-wlSDjSi8_A86eSYVA 1028
tests/test_tc2a_bias_exploration.py sha256=A4MwFlkRu2qcx1bVcx-mk_6QtP7jOReI4fLCHZ0lOWo 1237
tests/test_tc2b_bias_exploration.py sha256=ug2Khv2V0UnPfq_Y1WoygDoNkW0__YWcXYsIkfkZ77Y 1260
tests/test_tc2b_bias_exploration_non_categorical.py sha256=5h0geThDAwuYTfZTdytPD-je9QhPcKQY5nvOQ8K2JIY 1267
tests/test_tc2c_bias_exploration_on_image.py sha256=OfdPA1RUrYpD-j9nnTsrB76vmkPnqRVef1UyozaBF2Q 1323
tests/test_tc2c_bias_exploration_on_image_onnx.py sha256=xf4Jc79FyfIzKqUJgJr5kEpbCfBbm-a0snpB8g4sFng 1336
tests/test_tc2c_model_bias_exploration.py sha256=CWcZS_qdinkIWVX8QcFx2Su096_ePhfUHi74FvggOyo 1302
tests/test_tc2d_bias_exploration_on_image_pairs.py sha256=kFT-MfvUeQsecw7ZowPFd5rToZubPzhJ0x68lKy_E4U 1675
tests/test_tc2d_bias_exploration_on_image_pairs_card.py sha256=Tzrj9zsyZhsfodE9lGLhzdwet4SPz9YxNJLm_vjptl0 1632
tests/test_tc2d_bias_exploration_on_image_pairs_onnx.py sha256=sKiVFbGfiTP92DdqLZixbW-kOlgTpn9G7s8rVjHkhe8 1695
tests/test_tc2d_bias_exploration_on_image_pairs_stringvals.py sha256=Oivk4d6Zg1QhC95PxMcEbY2IJP4jqviOJC9mOMo-Z08 1635
tests/test_tc3_fair_graph_filtering.py sha256=mD3POaMrjTZdbHWhEDHDYxDA90u401R7nRQFZ-HtQT4 655
tests/test_tc4a_multiattribute_bias_mitigation.py sha256=TkJsDX7MWVbE_TEjFAzk2uJuW7It6if_CNOVdu0yNlA 799
tests/test_tc4b_multi_objective_exploration.py sha256=3P50jxMOvOZwhrORjx3wkHJ_3bUL21_zWmb8ZJk753o 821
tests/test_tc6_facex.py sha256=p6F2yNNOuLhsKdiJ827oloA32INWymWv3ARh0NysAUI 1360
tests/test_tc6_facex_fv.py sha256=6SxoeNfvLPTgwGuuCN6oYsvuUBa-d41z692YfKt_xrY 1619
tests/test_tc7_researchers.py sha256=BrtTURPeMvh0ybKGhNw0V0Z_PuAuzxK_O2Cvy6zVfUA 1159
tests/test_tc8_augmentation_report.py sha256=FHT2_EIoNyNib_dPXjZA8NtJ_GeD-JdavgGpzfZsLaw 715
tests/test_tc8_augmentation_report_custom_csv.py sha256=X2biz16PXI1yB6fWyT0j2YC7ldzbLkEk7zZrv2IpX50 1183
tests/tester.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
mammoth_commons-0.0.57.dist-info/METADATA sha256=ZNPaAKwPYexFZJhWNYiSmPxwS-H9DUrSU0WVkAG1WVM 2547
mammoth_commons-0.0.57.dist-info/WHEEL sha256=1tXe9gY0PYatrMPMDd6jXqjfpz_B-Wqm32CPfRC58XU 91
mammoth_commons-0.0.57.dist-info/top_level.txt sha256=WmXlEbOyYRhRomPn--cLDS_26XrdeiARKMVAfi3Mif4 16
mammoth_commons-0.0.57.dist-info/RECORD — —

top_level.txt

mammoth_commons