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
fairput 0.0.1
Fair Machine Learning Outputs1 version - Latest release: about 4 years ago - 1 dependent repositories - 53 downloads last month - 68 stars on GitHub - 1 maintainer
fairgbm 0.9.14
FairGBM Python Package7 versions - Latest release: over 1 year ago - 2 dependent packages - 1 dependent repositories - 30.8 thousand downloads last month - 98 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
20 versions - Latest release: 6 months ago - 33 dependent packages - 145 dependent repositories - 251 thousand downloads last month - 1,819 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: 6 months ago - 33 dependent packages - 145 dependent repositories - 251 thousand downloads last month - 1,819 stars on GitHub - 5 maintainers
research 0.2.0
Utility modules used for research and/or learning5 versions - Latest release: over 2 years ago - 9 dependent repositories - 283 downloads last month - 1 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: 7 months ago - 1 dependent package - 4 dependent repositories - 347 downloads last month - 24 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 - 1.11 thousand downloads last month - 1,241 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 - 1.11 thousand downloads last month - 1,241 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 - 263 downloads last month - 28 stars on GitHub - 1 maintainer
fairpy 0.1.0
FairPy is a comprehensive Python Library for Machine Learning Fairness1 version - Latest release: over 1 year ago - 16 downloads last month - 0 stars on GitHub - 1 maintainer
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 - 120 downloads last month - 88 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
48 versions - Latest release: about 1 month ago - 5 dependent packages - 5 dependent repositories - 46.5 thousand downloads last month - 1,238 stars on GitHub - 1 maintainer
responsibleai 0.35.0
SDK API to explain models, generate counterfactual examples, analyze causal effects and analyze e...48 versions - Latest release: about 1 month ago - 5 dependent packages - 5 dependent repositories - 46.5 thousand downloads last month - 1,238 stars on GitHub - 1 maintainer
responsibleai-vision 0.3.8
SDK API to assess image Machine Learning models.15 versions - Latest release: 29 days ago - 267 downloads last month - 1,238 stars on GitHub - 1 maintainer
responsibleai-text 0.2.7
SDK API to assess text Machine Learning models.14 versions - Latest release: 29 days ago - 260 downloads last month - 1,238 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
7 versions - Latest release: about 2 months ago - 1.55 thousand downloads last month - 1,238 stars on GitHub - 1 maintainer
rai-test-utils 0.4.2
Common basic test utilities used across various RAI tools7 versions - Latest release: about 2 months ago - 1.55 thousand downloads last month - 1,238 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
48 versions - Latest release: about 1 month ago - 1 dependent package - 10 dependent repositories - 6.02 thousand downloads last month - 1,238 stars on GitHub - 1 maintainer
raiwidgets 0.35.0
Interactive visualizations to assess fairness, explain models, generate counterfactual examples, ...48 versions - Latest release: about 1 month ago - 1 dependent package - 10 dependent repositories - 6.02 thousand downloads last month - 1,238 stars on GitHub - 1 maintainer
thetiscore 0.2.0
Service to examine data processing pipelines (e.g., machine learning or deep learning pipelines) ...6 versions - Latest release: 2 months ago - 1 dependent package - 84 downloads last month - 1 stars on GitHub - 1 maintainer
thetis 0.2.0
Service to examine data processing pipelines (e.g., machine learning or deep learning pipelines) ...5 versions - Latest release: 2 months ago - 28 downloads last month - 1 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
60 versions - Latest release: about 2 months ago - 2 dependent packages - 8 dependent repositories - 49.4 thousand downloads last month - 1,235 stars on GitHub - 1 maintainer
erroranalysis 0.5.4
Core error analysis APIs60 versions - Latest release: about 2 months ago - 2 dependent packages - 8 dependent repositories - 49.4 thousand downloads last month - 1,235 stars on GitHub - 1 maintainer
Top 2.7% on pypi.org
7 versions - Latest release: about 2 months ago - 9 dependent packages - 8 dependent repositories - 130 thousand downloads last month - 1,227 stars on GitHub - 1 maintainer
raiutils 0.4.2
Common basic utilities used across various RAI tools7 versions - Latest release: about 2 months ago - 9 dependent packages - 8 dependent repositories - 130 thousand downloads last month - 1,227 stars on GitHub - 1 maintainer
fairret 0.1.3
A fairness library in PyTorch.4 versions - Latest release: about 1 month ago - 275 downloads last month - 21 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 - 12 downloads last month - 2 stars on GitHub - 1 maintainer
synthcity 0.2.10
Synthetic data generator and evaluator!22 versions - Latest release: 3 months ago - 3 dependent packages - 1 dependent repositories - 1.84 thousand downloads last month - 363 stars on GitHub - 2 maintainers
Top 9.7% on pypi.org
14 versions - Latest release: over 1 year ago - 4 dependent repositories - 245 downloads last month - 170 stars on GitHub - 1 maintainer
wefe 0.4.1
The Word Embedding Fairness Evaluation Framework14 versions - Latest release: over 1 year ago - 4 dependent repositories - 245 downloads last month - 170 stars on GitHub - 1 maintainer
fairdo 0.1.8
Fairness-Agnostic Data Optimization8 versions - Latest release: 2 months ago - 59 downloads last month - 7 stars on GitHub - 1 maintainer
dnikit_torch 2.0.0
DNIKit PyTorch integration and support.1 version - Latest release: 10 months ago - 1 dependent repositories - 22 downloads last month - 70 stars on GitHub - 1 maintainer
dnikit 2.0.0
Base Data and Network Introspection Kit (DNIKit) Library.1 version - Latest release: 10 months ago - 1 dependent repositories - 6.1 thousand downloads last month - 70 stars on GitHub - 1 maintainer
dnikit_tensorflow 2.0.0
TensorFlow extensions of DNIKit.1 version - Latest release: 10 months ago - 1 dependent repositories - 30 downloads last month - 68 stars on GitHub - 1 maintainer
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 - 1 maintainer
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 - 1 maintainer
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 - 1 maintainer
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 - 1 maintainer
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 - 1 maintainer
Top 5.7% on pypi.org
31 versions - Latest release: about 1 month 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: about 1 month ago - 4 dependent repositories - 1.52 thousand downloads last month - 330 stars on GitHub - 4 maintainers
tensorboard-plugin-fairness-indicators 0.46.0
Fairness Indicators TensorBoard Plugin27 versions - Latest release: about 1 month ago - 1 dependent repositories - 309 downloads last month - 330 stars on GitHub - 3 maintainers
equalityml 0.2.1
Algorithms for evaluating fairness metrics and mitigating unfairness in supervised machine learning3 versions - Latest release: 7 months ago - 33 downloads last month - 27 stars on GitHub - 1 maintainer
Related Keywords
machine-learning
26
fairness
24
fairness-ai
21
data-science
14
ml
13
responsible-ai
12
jupyter
10
explainability
10
explainable-ai
9
explainable-ml
9
visualization
9
python
9
machinelearning
9
data-visualization
8
data-analysis
8
ai
8
error-analysis
8
interpretability
8
ui
8
widget
8
widgets
8
bias
7
learning
4
artificial-intelligence
4
machine
4
deep-learning
4
pytorch
4
data
4
bias-correction
3
compression
3
data-duplication
3
introspection
3
fairness-indicators
3
tensorflow
3
natural-language-processing
2
validation
2
bias-reduction
2
uncertainty-calibration
2
robustness-ml
2
robustness-ai
2
neural-networks
2
dataset
2
data-quality
2
confidence-calibration
2
thetis
2
regression
2
detection
2
object
2
classification
2
confidence
2
network
2
neural
2
uncertainty
2
calibration
2
robustness
2
security
2
safety
2
traceability
2
fairness-assessment
2
bias-mitigation
2
tabular-data
2
biases
2
fair
2
ethical-artificial-intelligence
2
fairness-awareness-model
2
machine-bias
2
model
2
analysis
2
indicators
2
tensorboard
2
colab
1
notebook
1
black-box-optimization
1
assessment
1
reporting
1
word-embeddings
1
word-embedding-fairness
1
word-embedding-evaluation
1
python3
1
nlp-library
1
nlp
1
library
1
bias-detection
1
synthetic-data
1
privacy
1
decorrelation
1
hep-ex
1
hep-ph
1
generative-model
1
data-augmentation
1
fairness-testing
1
reinforcement-learning
1
dqn
1
unfairness-mitigation
1
harms
1
group-fairness
1
ai-systems
1
lightgbm
1
gradient-boosting
1
gbm
1