Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
pypi.org "counterfactual" keyword
rf-counterfactuals 0.1.6
Random Forest counterfactual explanation7 versions - Latest release: over 1 year ago - 24 downloads last month - 2 stars on GitHub - 2 maintainers
Top 2.3% on pypi.org
12 versions - Latest release: over 2 years ago - 5 dependent packages - 26 dependent repositories - 57.3 thousand downloads last month - 1,203 stars on GitHub - 4 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 - 57.3 thousand downloads last month - 1,203 stars on GitHub - 4 maintainers
Top 7.3% on pypi.org
10 versions - Latest release: about 4 years ago - 3 dependent repositories - 744 downloads last month - 332 stars on GitHub - 2 maintainers
causallift 1.0.6
CausalLift: Python package for Uplift Modeling for A/B testing and observational data.10 versions - Latest release: about 4 years ago - 3 dependent repositories - 744 downloads last month - 332 stars on GitHub - 2 maintainers
bel2scm 0.0.4
A package for creating causal graphs in pyro4 versions - Latest release: almost 4 years ago - 42 downloads last month - 10 stars on GitHub - 2 maintainers
babino2020masks 0.0.8
Code used in https://arxiv.org/abs/2006.055328 versions - Latest release: about 3 years ago - 1 dependent repositories - 80 downloads last month - 2 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
34 versions - Latest release: 23 days ago - 6 dependent packages - 116 dependent repositories - 20.7 thousand downloads last month - 2,289 stars on GitHub - 5 maintainers
alibi 0.9.6
Algorithms for monitoring and explaining machine learning models34 versions - Latest release: 23 days ago - 6 dependent packages - 116 dependent repositories - 20.7 thousand downloads last month - 2,289 stars on GitHub - 5 maintainers
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 - 2 maintainers
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 - 2 maintainers
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
discern-xai 0.0.27
DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods8 versions - Latest release: about 1 year ago - 1 dependent repositories - 66 downloads last month - 5 stars on GitHub - 1 maintainer
Top 9.1% on pypi.org
19 versions - Latest release: over 2 years ago - 2 dependent repositories - 710 downloads last month - 155 stars on GitHub - 2 maintainers
syntheticcontrolmethods 1.1.17
A Python package for causal inference using various Synthetic Control Methods19 versions - Latest release: over 2 years ago - 2 dependent repositories - 710 downloads last month - 155 stars on GitHub - 2 maintainers
genfact 0.0.8
A model agnostic and gradient-free optimization method for generating counterfactuals6 versions - Latest release: almost 3 years ago - 1 dependent repositories - 41 downloads last month - 1 stars on GitHub - 2 maintainers
carla-recourse 0.0.5
A library for counterfactual recourse2 versions - Latest release: almost 2 years ago - 1 dependent repositories - 90 downloads last month - 262 stars on GitHub - 2 maintainers
counterfactual 0.0.1
This project is a framework for counterfactual analysis1 version - Latest release: over 2 years ago - 1 dependent repositories - 11 downloads last month - 2 maintainers
manic-xai 1.0.83
Genetic Algorithm for Generating Metacounterfactual Explanations82 versions - Latest release: 9 months ago - 27 downloads last month - 0 stars on GitHub - 2 maintainers
Related Keywords
xai
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machine-learning
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explainable-ai
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counterfactual-explanations
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python
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interpretability
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explanation
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explainable-ml
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econometrics
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counterfactuals
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causal-models
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policy-evaluation
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synthetic-control
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agreement
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aggregation
1
metacounterfactual
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tensorflow2
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random forest
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uplift
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lift
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ipw
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observational
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causal-impact
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propensity-score
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propensity-scores
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uplift-modeling
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biological-expression-language
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networks-biology
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pyro
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structural-causal-model
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systems-biology
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coronavirus
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masks
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covid19
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covid
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covid-19
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explanations
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machine
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learning
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counterfactual explanations
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flipping original class
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explainable artificial intelligence
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aif360
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aix360
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