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Projects in Awesome Lists tagged with counterfactual
A curated list of projects in awesome lists tagged with counterfactual .
https://github.com/SeldonIO/alibi
Algorithms for explaining machine learning models
counterfactual explanations interpretability machine-learning xai
Last synced: 31 Jul 2024
https://github.com/seldonio/alibi
Algorithms for explaining machine learning models
counterfactual explanations interpretability machine-learning xai
Last synced: 30 Sep 2024
https://github.com/jvpoulos/causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
causal-discovery causal-inference causal-learning causal-models counterfactual counterfactual-learning deep-learning estimating-treatment-effects heterogeneous-treatment-effects machine-learning paper-list randomized-controlled-trials representation-learning treatment-effects
Last synced: 31 Jul 2024
https://github.com/Minyus/causallift
CausalLift: Python package for causality-based Uplift Modeling in real-world business
causal-impact causal-inference causality counterfactual econometrics propensity-score propensity-scores uplift uplift-modeling
Last synced: 31 Jul 2024
https://github.com/hbaniecki/adversarial-explainable-ai
💡 Adversarial attacks on explanations and how to defend them
adversarial adversarial-attacks adversarial-examples adversarial-machine-learning attacks counterfactual deep defense evaluation explainability explainable-ai iml interpretability interpretable interpretable-machine-learning model responsible-ai robustness security xai
Last synced: 02 Aug 2024
https://github.com/counterfactual/monorepo
Home for all packages related to the Counterfactual project
counterfactual ethereum solidity state-channels
Last synced: 29 Sep 2024
https://github.com/OscarEngelbrektson/SyntheticControlMethods
A Python package for causal inference using Synthetic Controls
causal-inference causal-models causality causality-analysis counterfactual econometrics package policy-evaluation program-evaluation python synthetic-control
Last synced: 02 Aug 2024
https://github.com/counterfactual/paper
📄 Counterfactual: Generalized State Channels Paper
blockchain counterfactual ethereum state-channels
Last synced: 01 Aug 2024