Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
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
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
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
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
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
7 versions - Latest release: 25 days ago - 3.23 thousand downloads last month - 1,225 stars on GitHub - 2 maintainers
rai-test-utils 0.4.2
Common basic test utilities used across various RAI tools7 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
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
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 Plugin27 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
31 versions - Latest release: 14 days ago - 4 dependent repositories - 1.52 thousand downloads last month - 330 stars on GitHub - 4 maintainers
fairness-indicators 0.46.0
Fairness Indicators31 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 Optimization8 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 constraints3 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
5 versions - Latest release: about 1 year ago - 6 dependent repositories - 1.9 thousand downloads last month - 64 stars on GitHub - 2 maintainers
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 systems26 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 learning1 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 learning3 versions - Latest release: 6 months ago - 33 downloads last month - 27 stars on GitHub - 1 maintainer
fairput 0.0.1
Fair Machine Learning Outputs1 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
14 versions - Latest release: over 1 year ago - 4 dependent repositories - 220 downloads last month - 169 stars on GitHub - 2 maintainers
wefe 0.4.1
The Word Embedding Fairness Evaluation Framework14 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 learning5 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
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
nlp-feature-extractors 0.1.0
NLP Feature Extractors4 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 Fairness1 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 Package7 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
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
erroranalysis 0.5.4
Core error analysis APIs60 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
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
raiutils 0.4.2
Common basic utilities used across various RAI tools7 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
Related Keywords
machine-learning
26
fairness
24
fairness-ai
21
data-science
14
ml
13
responsible-ai
12
explainability
10
jupyter
10
machinelearning
9
python
9
explainable-ml
9
visualization
9
explainable-ai
9
ai
8
ui
8
interpretability
8
data-analysis
8
widget
8
data-visualization
8
error-analysis
8
widgets
8
bias
7
data
4
artificial-intelligence
4
deep-learning
4
pytorch
4
machine
4
learning
4
tensorflow
3
compression
3
bias-correction
3
fairness-indicators
3
data-duplication
3
introspection
3
regression
2
thetis
2
confidence-calibration
2
data-quality
2
dataset
2
machine-bias
2
detection
2
bias-mitigation
2
biases
2
fair
2
object
2
classification
2
confidence
2
network
2
neural
2
uncertainty
2
calibration
2
robustness
2
natural-language-processing
2
safety
2
tabular-data
2
bias-reduction
2
fairness-assessment
2
security
2
validation
2
uncertainty-calibration
2
model
2
analysis
2
indicators
2
tensorboard
2
traceability
2
robustness-ml
2
ethical-artificial-intelligence
2
robustness-ai
2
fairness-awareness-model
2
neural-networks
2
audit
1
bias-finder
1
natural-language
1
gender-bias
1
gender
1
fairnness
1
trustworthy-ai
1
machine-learning-fairness
1
ethics
1
fairness-testing
1
gbm
1
gradient-boosting
1
lightgbm
1
decorrelation
1
hep-ex
1
hep-ph
1
q-learning
1
aif360
1
reporting
1
assessment
1
notebook
1
colab
1
black-box-optimization
1
toolkit
1
fairness-comparison
1
ethical-data-science
1
computer-vision
1
algorithmic-fairness
1
unfairness-mitigation
1
harms
1