Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
pypi.org "counterfactual-explanations" keyword
gamcoach 0.1.4
Generating counterfactual explanations for GAMs4 versions - Latest release: over 1 year ago - 1 dependent repositories - 35 downloads last month - 16 stars on GitHub - 1 maintainer
focus-cfe 0.0.dev3
FOCUS is a python package for generating counterfactual explanations for a tree-based model4 versions - Latest release: 11 months ago - 27 downloads last month - 5 stars on GitHub - 1 maintainer
genfact 0.0.8
A model agnostic and gradient-free optimization method for generating counterfactuals6 versions - Latest release: about 3 years ago - 1 dependent repositories - 17 downloads last month - 1 stars on GitHub - 1 maintainer
carla-recourse 0.0.5
A library for counterfactual recourse2 versions - Latest release: about 2 years ago - 1 dependent repositories - 53 downloads last month - 263 stars on GitHub - 2 maintainers
cfai 0.1.0
The package for counterfactual explanations on Pytorch platform1 version - Latest release: about 3 years ago - 1 dependent repositories - 16 downloads last month - 46 stars on GitHub - 1 maintainer
Top 2.3% on pypi.org
12 versions - Latest release: over 2 years ago - 5 dependent packages - 26 dependent repositories - 54 thousand downloads last month - 1,203 stars on GitHub - 2 maintainers
dice-ml 0.7.2
Generate Diverse Counterfactual Explanations for any machine learning model.12 versions - Latest release: over 2 years ago - 5 dependent packages - 26 dependent repositories - 54 thousand downloads last month - 1,203 stars on GitHub - 2 maintainers
lux-explainer 1.2.0
Universal Local Rule-based Explainer4 versions - Latest release: about 1 month ago - 1 dependent package - 287 downloads last month - 8 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
33 versions - Latest release: 5 months ago - 13 dependent packages - 14 dependent repositories - 374 thousand downloads last month - 391 stars on GitHub - 1 maintainer
optbinning 0.19.0
OptBinning: The Python Optimal Binning library33 versions - Latest release: 5 months ago - 13 dependent packages - 14 dependent repositories - 374 thousand downloads last month - 391 stars on GitHub - 1 maintainer
cfnow 0.0.6
Generate counterfactuals with ease. This package takes a model and point (with a certain class) a...6 versions - Latest release: 8 months ago - 69 downloads last month - 8 stars on GitHub - 1 maintainer
tsinterpret 0.4.5
todo33 versions - Latest release: 2 months ago - 668 downloads last month - 99 stars on GitHub - 1 maintainer
xmoai 0.0.dev4
eXplainable Artificial Intelligence using Multiobjective Optimization2 versions - Latest release: over 3 years ago - 1 dependent repositories - 21 downloads last month - 2 stars on GitHub - 1 maintainer
ceml 0.6.1
Counterfactuals for explaining machine learning models - A Python toolbox11 versions - Latest release: over 2 years ago - 1 dependent repositories - 149 downloads last month - 37 stars on GitHub - 1 maintainer
cfxplorer 0.1.0
CFXplorer is a python package for generating counterfactual explanations for given model and feat...10 versions - Latest release: 10 months ago - 53 downloads last month - 5 stars on GitHub - 1 maintainer
cfnet 0.0.12
A counterfactual explanation library using Jax12 versions - Latest release: over 1 year ago - 34 downloads last month - 1 stars on GitHub - 1 maintainer
jax-rex 0.0.11 removed
Jax-based Recourse Explanation Library1 version - Latest release: over 1 year ago - 33 downloads last month - 0 stars on GitHub
Related Keywords
explainable-ai
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python
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machine-learning
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counterfactual
5
recourse
5
explainability
5
interpretability
4
explainable-ml
4
algorithmic-recourse
4
optimization
3
benchmarking
3
counterfactuals
3
xai
3
jax
2
explainability-libraries
2
research-tool
2
pytorch
2
tpu
2
cpu
2
gpu
2
tree-based-models
2
random-forest
2
python3
2
decision-tree
2
binary-classification
2
adaboost
2
machine learning
2
binary classification
2
counterfactual explanation
2
explainable-artificial-intelligence
2
interpretable-machine-learning
2
time-series
1
machine
1
interpretable-ml
1
feature-attribution
1
explainable artificial intelligence
1
flipping original class
1
counterfactual explanations
1
woebinning
1
woe
1
streaming-data
1
learning
1
some
1
keywords
1
jax-relax
1
Jax
1
Recourse
1
Explanation
1
Interpretability
1
Machine
1
Learning
1
cfnet
1
gamcoach
1
generalized-additive-models
1
integer-programming
1
interactive-visualizations
1
visualization
1
genetic algorithm
1
genfact
1
causality-analysis
1
genetic-algorithms
1
artificial-intelligence
1
benchmark
1
tensorflow
1
tensorflow2
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explainable-machine-learning
1
explanation
1
deep-learning
1
model-agnostic
1
rule-based
1
local-explanations
1
model-agnostic-explanations
1
rule-based-explanations
1
batch-processing
1
binning
1
credit-scoring
1
mdlp
1
scorecard
1
stream
1