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pypi.org "fairness-ml" keyword

synthcity 0.2.10
Synthetic data generator and evaluator!
22 versions - Latest release: 2 months ago - 1 dependent repositories - 1.2 thousand downloads last month - 350 stars on GitHub - 3 maintainers
Top 1.5% on pypi.org
fairlearn 0.10.0
A Python package to assess and improve fairness of machine learning models.
20 versions - Latest release: 5 months ago - 25 dependent packages - 145 dependent repositories - 283 thousand downloads last month - 1,808 stars on GitHub - 5 maintainers
responsibleai-text 0.2.7
SDK API to assess text Machine Learning models.
14 versions - Latest release: 7 days ago - 231 downloads last month - 1,225 stars on GitHub - 2 maintainers
responsibleai-vision 0.3.8
SDK API to assess image Machine Learning models.
15 versions - Latest release: 7 days ago - 301 downloads last month - 1,225 stars on GitHub - 2 maintainers
Top 3.3% on pypi.org
raiwidgets 0.35.0
Interactive visualizations to assess fairness, explain models, generate counterfactual examples, ...
47 versions - Latest release: 22 days ago - 1 dependent package - 10 dependent repositories - 3.97 thousand downloads last month - 1,225 stars on GitHub - 2 maintainers
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: 25 days ago - 3.23 thousand downloads last month - 1,225 stars on GitHub - 2 maintainers
Top 3.0% on pypi.org
responsibleai 0.35.0
SDK API to explain models, generate counterfactual examples, analyze causal effects and analyze e...
47 versions - Latest release: 22 days ago - 5 dependent packages - 5 dependent repositories - 48.6 thousand downloads last month - 1,225 stars on GitHub - 1 maintainer
tensorboard-plugin-fairness-indicators 0.46.0
Fairness Indicators TensorBoard Plugin
27 versions - Latest release: 14 days ago - 1 dependent repositories - 309 downloads last month - 330 stars on GitHub - 3 maintainers
Top 5.7% on pypi.org
fairness-indicators 0.46.0
Fairness Indicators
31 versions - Latest release: 14 days ago - 4 dependent repositories - 1.52 thousand downloads last month - 330 stars on GitHub - 4 maintainers
dnikit 2.0.0
Base Data and Network Introspection Kit (DNIKit) Library.
1 version - Latest release: 9 months ago - 1 dependent repositories - 6.1 thousand downloads last month - 70 stars on GitHub - 2 maintainers
dnikit_torch 2.0.0
DNIKit PyTorch integration and support.
1 version - Latest release: 9 months ago - 1 dependent repositories - 22 downloads last month - 70 stars on GitHub - 2 maintainers
dnikit_tensorflow 2.0.0
TensorFlow extensions of DNIKit.
1 version - Latest release: 9 months ago - 1 dependent repositories - 30 downloads last month - 68 stars on GitHub - 2 maintainers
fairdo 0.1.8
Fairness-Agnostic Data Optimization
8 versions - Latest release: about 2 months ago - 59 downloads last month - 7 stars on GitHub - 2 maintainers
ethicml 1.3.0
EthicML is a library for performing and assessing algorithmic fairness. Unlike other libraries, E...
49 versions - Latest release: 6 months ago - 1 dependent package - 4 dependent repositories - 507 downloads last month - 24 stars on GitHub - 2 maintainers
seldonian 0.0.3.dev0
Train model with safety constraints
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 32 downloads last month - 2 stars on GitHub - 2 maintainers
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 1 year ago - 6 dependent repositories - 1.9 thousand downloads last month - 64 stars on GitHub - 2 maintainers
credoai-lens 1.1.8
Lens: comprehensive assessment framework for AI systems
26 versions - Latest release: about 1 year ago - 1 dependent repositories - 402 downloads last month - 44 stars on GitHub - 2 maintainers
fairret 0.1.3
A fairness library in PyTorch.
4 versions - Latest release: 14 days ago - 257 downloads last month - 15 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 1 year ago - 13 downloads last month - 31 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: 6 months ago - 33 downloads last month - 27 stars on GitHub - 1 maintainer
fairput 0.0.1
Fair Machine Learning Outputs
1 version - Latest release: about 4 years ago - 1 dependent repositories - 41 downloads last month - 68 stars on GitHub - 2 maintainers
Top 9.7% on pypi.org
wefe 0.4.1
The Word Embedding Fairness Evaluation Framework
14 versions - Latest release: over 1 year ago - 4 dependent repositories - 220 downloads last month - 169 stars on GitHub - 2 maintainers
research 0.2.0
Utility modules used for research and/or learning
5 versions - Latest release: about 2 years ago - 9 dependent repositories - 326 downloads last month - 1 stars on GitHub - 2 maintainers
Top 7.5% on pypi.org
nlp-feature-extractors 0.1.0
NLP Feature Extractors
4 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 1.24 thousand downloads last month - 1,205 stars on GitHub - 2 maintainers
fairpy 0.1.0
FairPy is a comprehensive Python Library for Machine Learning Fairness
1 version - Latest release: about 1 year ago - 16 downloads last month - 0 stars on GitHub - 2 maintainers
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 1 year ago - 1 dependent package - 1 dependent repositories - 408 downloads last month - 29 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 3 years ago - 5 dependent repositories - 55 downloads last month - 88 stars on GitHub - 2 maintainers
thetis 0.2.0
Service to examine data processing pipelines (e.g., machine learning or deep learning pipelines) ...
5 versions - Latest release: about 2 months ago - 44 downloads last month - 1 stars on GitHub - 2 maintainers
thetiscore 0.2.0
Service to examine data processing pipelines (e.g., machine learning or deep learning pipelines) ...
6 versions - Latest release: about 2 months ago - 1 dependent package - 92 downloads last month - 1 stars on GitHub - 1 maintainer
fairgbm 0.9.14
FairGBM Python Package
7 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 6.53 thousand downloads last month - 95 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
erroranalysis 0.5.4
Core error analysis APIs
60 versions - Latest release: 24 days ago - 2 dependent packages - 8 dependent repositories - 51.2 thousand downloads last month - 1,198 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: 25 days ago - 9 dependent packages - 8 dependent repositories - 121 thousand downloads last month - 1,196 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 3 years ago - 1 dependent repositories - 11 downloads last month - 2 stars on GitHub - 2 maintainers