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 learning5 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
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
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
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
nlp-feature-extractors 0.1.0
NLP Feature Extractors4 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 models12 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 learning3 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 assessments25 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 learning1 version - Latest release: about 2 years ago - 50 downloads last month - 35 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
32 versions - Latest release: 3 months ago - 4 dependent repositories - 2.09 thousand downloads last month - 348 stars on GitHub - 4 maintainers
fairness-indicators 0.47.0
Fairness Indicators32 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 Plugin28 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 Optimization9 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
7 versions - Latest release: about 1 year ago - 2.33 thousand downloads last month - 1,505 stars on GitHub - 1 maintainer
rai-test-utils 0.4.2
Common basic test utilities used across various RAI tools7 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
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
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
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 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
5 versions - Latest release: about 2 years ago - 6 dependent repositories - 2.05 thousand downloads last month - 66 stars on GitHub - 1 maintainer
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 Package7 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 Fairness1 version - Latest release: about 2 years ago - 60 downloads last month - 0 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
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
erroranalysis 0.5.5
Core error analysis APIs61 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
14 versions - Latest release: over 2 years ago - 4 dependent repositories - 700 downloads last month - 178 stars on GitHub - 1 maintainer
wefe 0.4.1
The Word Embedding Fairness Evaluation Framework14 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 constraints3 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 Outputs1 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 systems26 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
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
raiutils 0.4.2
Common basic utilities used across various RAI tools7 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
Related Keywords
machine-learning
27
fairness
26
fairness-ai
23
responsible-ai
14
data-science
14
ml
13
python
11
explainable-ml
10
explainable-ai
10
explainability
10
ai
10
jupyter
10
visualization
9
machinelearning
9
ui
8
data-analysis
8
data-visualization
8
error-analysis
8
interpretability
8
widget
8
bias
8
widgets
8
artificial-intelligence
5
fairness-indicators
4
machine
4
learning
4
pytorch
4
deep-learning
4
data
4
tensorflow
3
introspection
3
trustworthy-ai
3
data-duplication
3
compression
3
fairness-assessment
3
bias-correction
3
fairness-awareness-model
2
detection
2
regression
2
ethical-artificial-intelligence
2
thetis
2
confidence-calibration
2
data-quality
2
dataset
2
neural-networks
2
classification
2
machine-bias
2
object
2
model
2
analysis
2
indicators
2
tensorboard
2
safety
2
security
2
robustness
2
calibration
2
natural-language-processing
2
confidence
2
bias-reduction
2
ai-systems
2
group-fairness
2
harms
2
unfairness-mitigation
2
xai
2
algorithmic-fairness
2
tabular-data
2
network
2
neural
2
bias-mitigation
2
biases
2
fair
2
uncertainty
2
validation
2
uncertainty-calibration
2
traceability
2
bias-detection
2
robustness-ml
2
fairness-testing
2
robustness-ai
2
lightgbm
1
gradient-boosting
1
gbm
1
hep-ph
1
hep-ex
1
reporting
1
assessment
1
natural-language
1
gender-bias
1
gender
1
fairnness
1
post-processing
1
prototypical
1
interpretable-machine-learning
1
counterfactual
1
contrastive
1
alibi
1
aix360
1
aif360
1
notebook
1
colab
1