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: 14 May 2025
https://github.com/SeldonIO/alibi
Algorithms for explaining machine learning models
counterfactual explanations interpretability machine-learning xai
Last synced: 27 Mar 2025
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: 29 Mar 2025
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: 24 Mar 2025
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: 25 Mar 2025
https://github.com/carla-recourse/carla
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
artificial-intelligence benchmark benchmarking counterfactual counterfactual-explanations counterfactuals explainability explainable-ai explainable-ml machine-learning python pytorch recourse tensorflow tensorflow2
Last synced: 05 Apr 2025
https://github.com/counterfactual/monorepo
Home for all packages related to the Counterfactual project
counterfactual ethereum solidity state-channels
Last synced: 23 Jan 2025
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: 06 May 2025
https://github.com/firmai/ml-fairness-framework
FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)
aif360 aix360 alibi contrastive counterfactual explainable-ai explainable-ml fairness-ai fairness-indicators fairness-ml interpretable-machine-learning prototypical xai
Last synced: 06 May 2025
https://github.com/counterfactual/paper
📄 Counterfactual: Generalized State Channels Paper
blockchain counterfactual ethereum state-channels
Last synced: 18 Apr 2025
https://github.com/seresistvanandras/mixeth
MixEth: efficient, trustless coin mixing service for Ethereum
blockchain coinshuffle counterfactual cryptocurrency ethereum privacy-enhancing-technologies privacy-preserving state-channel state-channels
Last synced: 21 Mar 2025
https://github.com/networks-learning/counterfactual-tpp
Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022
counterfactual explainable-ai explainable-ml gumbel-max point-process structural-causal-model temporal-point-process
Last synced: 23 Apr 2025
https://github.com/geffy/crowdai-counterfactual
2nd place solution for Criteo Ad Placement challenge
counterfactual crowdai ctr-prediction sparse-matrix tensorflow-models
Last synced: 02 Mar 2025
https://github.com/santikka/cfid
cfid: R package for identifying counterfactuals.
causal-inference causal-models causality-algorithms counterfactual counterfactuals directed-acyclic-graph identifiability
Last synced: 08 Apr 2025
https://github.com/lezaf/biasexplain
A system to produce counterfactual explanations for biased recommendation results. We design, implement and evaluate efficient algorithms for computing counterfactual explanations that scale for large datasets.
bias counterfactual explanations fairness recommendation-system
Last synced: 27 Feb 2025
