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pypi.org "fairness-ai" keyword

responsibleai-text 0.2.7
SDK API to assess text Machine Learning models.
14 versions - Latest release: 9 days ago - 248 downloads last month - 1,227 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: 24 days ago - 5 dependent packages - 5 dependent repositories - 46.2 thousand downloads last month - 1,227 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
raiwidgets 0.35.0
Interactive visualizations to assess fairness, explain models, generate counterfactual examples, ...
47 versions - Latest release: 24 days ago - 1 dependent package - 10 dependent repositories - 4.07 thousand downloads last month - 1,227 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: 27 days ago - 3.06 thousand downloads last month - 1,227 stars on GitHub - 2 maintainers
responsibleai-vision 0.3.8
SDK API to assess image Machine Learning models.
15 versions - Latest release: 9 days ago - 264 downloads last month - 1,227 stars on GitHub - 2 maintainers
Top 2.7% on pypi.org
raiutils 0.4.2
Common basic utilities used across various RAI tools
7 versions - Latest release: 27 days ago - 9 dependent packages - 8 dependent repositories - 121 thousand downloads last month - 1,196 stars on GitHub - 1 maintainer
Top 2.2% on pypi.org
aif360 0.6.1
IBM AI Fairness 360
12 versions - Latest release: about 1 month ago - 7 dependent packages - 99 dependent repositories - 18 thousand downloads last month - 2,299 stars on GitHub - 3 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
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
infairness 0.2.3
inFairness is a Python package to train and audit individually fair PyTorch models
5 versions - Latest release: about 1 year ago - 2.3 thousand downloads last month - 58 stars on GitHub - 1 maintainer
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
verifyml 0.0.6
An open-source toolkit to implement responsible AI workflows
6 versions - Latest release: over 2 years ago - 1 dependent repositories - 331 downloads last month - 22 stars on GitHub - 2 maintainers
Top 6.6% on pypi.org
giskard 2.12.0 💰
The testing framework dedicated to ML models, from tabular to LLMs
95 versions - Latest release: 10 days ago - 2 dependent repositories - 10.8 thousand downloads last month - 2,460 stars on GitHub - 3 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
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: 16 days ago - 257 downloads last month - 15 stars on GitHub - 2 maintainers
oracle-automlx 24.2.0
Automated Machine Learning with Explainability
4 versions - Latest release: 10 days ago - 1 dependent package - 346 downloads last month - 20 stars on GitHub - 4 maintainers
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
aif360-fork2 0.5.0
IBM AI Fairness 360
1 version - Latest release: about 1 year ago - 2 dependent packages - 35 downloads last month - 2,299 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
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
influenciae 0.3.0
A Tensorflow Toolbox for Influence Functions
5 versions - Latest release: about 1 month ago - 1 dependent repositories - 155 downloads last month - 50 stars on GitHub - 4 maintainers
jurity 2.0.1
fairness and evaluation library
12 versions - Latest release: 4 months ago - 1 dependent package - 4 dependent repositories - 829 downloads last month - 35 stars on GitHub - 9 maintainers
Top 3.0% on pypi.org
erroranalysis 0.5.4
Core error analysis APIs
60 versions - Latest release: 26 days ago - 2 dependent packages - 8 dependent repositories - 51.2 thousand downloads last month - 1,198 stars on GitHub - 1 maintainer
xaiographs 1.1.0
Python library providing Explainability & Fairness AI functionalities
3 versions - Latest release: 5 months ago - 11 downloads last month - 2 stars on GitHub - 2 maintainers
Related Keywords
machine-learning 27 fairness 22 fairness-ml 21 responsible-ai 15 data-science 13 explainability 13 explainable-ai 11 ml 10 jupyter 10 visualization 9 interpretability 9 explainable-ml 9 widgets 8 ai 8 artificial-intelligence 8 widget 8 python 8 ui 8 machinelearning 8 error-analysis 8 data-visualization 8 data-analysis 8 deep-learning 5 fairness-awareness-model 4 bias-reduction 4 bias 4 regression 3 classification 3 pytorch 3 machine-bias 3 Machine Learning 3 bias-finder 3 bias-detection 3 ethical-artificial-intelligence 3 bias-correction 3 fairness-testing 3 natural-language-processing 2 fairness-assessment 2 Artificial Intelligence 2 validation 2 uncertainty-calibration 2 traceability 2 robustness-ml 2 robustness-ai 2 neural-networks 2 dataset 2 data-quality 2 trustworthy-ai 2 confidence-calibration 2 thetis 2 ibm-research 2 ibm-research-ai 2 r 2 trusted-ai 2 safety 2 discrimination 2 security 2 codait 2 robustness 2 detection 2 object 2 confidence 2 learning 2 machine 2 network 2 neural 2 uncertainty 2 calibration 2 counterfactual 1 fairness-indicators 1 contrastive 1 alibi 1 aix360 1 interpretable-machine-learning 1 prototypical 1 aif360 1 xai 1 unsupervised-anomaly-detection 1 tuning 1 timeseries-forecasting 1 oracle 1 mlx 1 machine-learning-explainability 1 hyperparameter-optimization 1 automlx 1 automl 1 automated-machine-learning 1 Unintended Bias 1 ml-validation 1 explainable-artificial-intelligence 1 IA 1 recommenders 1 metrics 1 evaluation 1 outlier-detection 1 misclassification 1 influence-functions 1 ethics 1 audit 1 natural-language 1