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pypi.org "fairness-ml" keyword

View the packages on the pypi.org package registry that are tagged with the "fairness-ml" keyword.

research 0.2.0
Utility modules used for research and/or learning
5 versions - Latest release: about 3 years ago - 9 dependent repositories - 213 downloads last month - 7 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
fairlearn 0.12.0
A Python package to assess and improve fairness of machine learning models.
22 versions - Latest release: 4 months ago - 33 dependent packages - 145 dependent repositories - 142 thousand downloads last month - 1,932 stars on GitHub - 5 maintainers
patra-toolkit 0.1.2
Toolkit for semi-automated modelcard creation for AI/ML models.
2 versions - Latest release: 5 months ago - 91 downloads last month - 3 stars on GitHub - 3 maintainers
Top 7.5% on pypi.org
nlp-feature-extractors 0.1.0
NLP Feature Extractors
4 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 303 downloads last month - 1,241 stars on GitHub - 2 maintainers
fixout 0.1.31
Algorithmic inspection for trustworthy ML models
12 versions - Latest release: 1 day ago - 618 downloads last month - 2 stars on GitHub - 2 maintainers
equalityml 0.2.1
Algorithms for evaluating fairness metrics and mitigating unfairness in supervised machine learning
3 versions - Latest release: over 1 year ago - 137 downloads last month - 35 stars on GitHub - 1 maintainer
langfair 1.0.0
LangFair is a Python library for conducting use-case level LLM bias and fairness assessments
25 versions - Latest release: 6 months ago - 1.09 thousand downloads last month - 181 stars on GitHub - 1 maintainer
ethicml 1.3.0
EthicML is a library for performing and assessing algorithmic fairness. Unlike other libraries, E...
49 versions - Latest release: over 1 year ago - 1 dependent package - 4 dependent repositories - 1.88 thousand downloads last month - 23 stars on GitHub - 2 maintainers
equalityml-fork2 0.1.2
Algorithms for evaluating fairness metrics and mitigating unfairness in supervised machine learning
1 version - Latest release: about 2 years ago - 50 downloads last month - 35 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
fairness-indicators 0.47.0
Fairness Indicators
32 versions - Latest release: 3 months ago - 4 dependent repositories - 2.09 thousand downloads last month - 348 stars on GitHub - 4 maintainers
tensorboard-plugin-fairness-indicators 0.47.0
Fairness Indicators TensorBoard Plugin
28 versions - Latest release: 3 months ago - 1 dependent repositories - 457 downloads last month - 348 stars on GitHub - 3 maintainers
thetiscore 0.2.2
Service to examine data processing pipelines (e.g., machine learning or deep learning pipelines) ...
8 versions - Latest release: 5 months ago - 1 dependent package - 594 downloads last month - 5 stars on GitHub - 1 maintainer
thetis 0.2.2
Solution for AI system analysis regarding performance, uncertainty consistency (calibration), fai...
7 versions - Latest release: 5 months ago - 206 downloads last month - 5 stars on GitHub - 1 maintainer
synthcity 0.2.11
Synthetic data generator and evaluator!
23 versions - Latest release: 8 months ago - 3 dependent packages - 1 dependent repositories - 3.93 thousand downloads last month - 363 stars on GitHub - 2 maintainers
responsibly 0.1.3
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
4 versions - Latest release: about 4 years ago - 5 dependent repositories - 143 downloads last month - 88 stars on GitHub - 1 maintainer
fairdo 0.1.10
Fairness-Agnostic Data Optimization
9 versions - Latest release: 9 months ago - 322 downloads last month - 12 stars on GitHub - 1 maintainer
responsibleai-vision 0.3.8
SDK API to assess image Machine Learning models.
15 versions - Latest release: 12 months ago - 437 downloads last month - 1,505 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
rai-test-utils 0.4.2
Common basic test utilities used across various RAI tools
7 versions - Latest release: about 1 year ago - 2.33 thousand downloads last month - 1,505 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
raiwidgets 0.36.0
Interactive visualizations to assess fairness, explain models, generate counterfactual examples, ...
49 versions - Latest release: 10 months ago - 1 dependent package - 10 dependent repositories - 8.71 thousand downloads last month - 1,505 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
responsibleai 0.36.0
SDK API to explain models, generate counterfactual examples, analyze causal effects and analyze e...
49 versions - Latest release: 10 months ago - 5 dependent packages - 5 dependent repositories - 30.4 thousand downloads last month - 1,505 stars on GitHub - 1 maintainer
responsibleai-text 0.2.7
SDK API to assess text Machine Learning models.
14 versions - Latest release: 12 months ago - 456 downloads last month - 1,505 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
smclarify 0.5
Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.
5 versions - Latest release: about 2 years ago - 6 dependent repositories - 2.05 thousand downloads last month - 66 stars on GitHub - 1 maintainer
modeloss 0.1.0
Moment Decorrelation for constrained NN outputs with respect to protected attributes. (Decorrelat...
1 version - Latest release: over 4 years ago - 1 dependent repositories - 30 downloads last month - 2 stars on GitHub - 1 maintainer
dnikit 2.0.0
Base Data and Network Introspection Kit (DNIKit) Library.
1 version - Latest release: over 1 year ago - 1 dependent repositories - 13.3 thousand downloads last month - 74 stars on GitHub - 1 maintainer
dnikit_tensorflow 2.0.0
TensorFlow extensions of DNIKit.
1 version - Latest release: over 1 year ago - 1 dependent repositories - 74 downloads last month - 74 stars on GitHub - 1 maintainer
dnikit_torch 2.0.0
DNIKit PyTorch integration and support.
1 version - Latest release: over 1 year ago - 1 dependent repositories - 72 downloads last month - 74 stars on GitHub - 1 maintainer
fairgbm 0.9.14
FairGBM Python Package
7 versions - Latest release: over 2 years ago - 2 dependent packages - 1 dependent repositories - 3.43 thousand downloads last month - 103 stars on GitHub - 1 maintainer
fairpy 0.1.0
FairPy is a comprehensive Python Library for Machine Learning Fairness
1 version - Latest release: about 2 years ago - 60 downloads last month - 0 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
erroranalysis 0.5.5
Core error analysis APIs
61 versions - Latest release: 3 months ago - 2 dependent packages - 8 dependent repositories - 29.5 thousand downloads last month - 1,488 stars on GitHub - 1 maintainer
Top 9.7% on pypi.org
wefe 0.4.1
The Word Embedding Fairness Evaluation Framework
14 versions - Latest release: over 2 years ago - 4 dependent repositories - 700 downloads last month - 178 stars on GitHub - 1 maintainer
fairret 0.1.3
A fairness library in PyTorch.
4 versions - Latest release: 12 months ago - 160 downloads last month - 27 stars on GitHub - 1 maintainer
seldonian 0.0.3.dev0
Train model with safety constraints
3 versions - Latest release: over 4 years ago - 1 dependent repositories - 89 downloads last month - 2 stars on GitHub - 1 maintainer
fairput 0.0.1
Fair Machine Learning Outputs
1 version - Latest release: about 5 years ago - 1 dependent repositories - 32 downloads last month - 70 stars on GitHub - 1 maintainer
multicalibration 0.0.2
Multicalibration post-processing in python.
2 versions - Latest release: 6 months ago - 75 downloads last month - 7 stars on GitHub - 1 maintainer
genbit 2.2.0.0
A tool for gender bias identification in text. Part of Microsoft's Responsible AI toolbox.
2 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 662 downloads last month - 43 stars on GitHub - 1 maintainer
credoai-lens 1.1.8
Lens: comprehensive assessment framework for AI systems
26 versions - Latest release: almost 2 years ago - 1 dependent repositories - 596 downloads last month - 46 stars on GitHub - 1 maintainer
Top 2.7% on pypi.org
raiutils 0.4.2
Common basic utilities used across various RAI tools
7 versions - Latest release: about 1 year ago - 9 dependent packages - 8 dependent repositories - 99.8 thousand downloads last month - 1,481 stars on GitHub - 1 maintainer