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SeldonIO / AlibiAlgorithms for explaining machine learning models
interpretml / DiCEGenerate Diverse Counterfactual Explanations for any machine learning model.
jvpoulos / Causal MlMust-read papers and resources related to causal inference and machine (deep) learning
guillermo-navas-palencia / OptbinningOptimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
autonlab / Auton SurvivalAuton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
Minyus / CausalliftCausalLift: Python package for causality-based Uplift Modeling in real-world business
hbaniecki / Adversarial Explainable AI💡 Adversarial attacks on explanations and how to defend them
clinicalml / CfrnetCounterfactual Regression
carla-recourse / CARLACARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
biomedia-mira / DeepscmRepository for Deep Structural Causal Models for Tractable Counterfactual Inference
tansey / PycfrA python implementation of Counterfactual Regret Minimization for poker
OscarEngelbrektson / SyntheticControlMethodsA Python package for causal inference using Synthetic Controls
counterfactual / MonorepoHome for all packages related to the Counterfactual project
Valentyn1997 / CausalTransformerCode for the paper "Causal Transformer for Estimating Counterfactual Outcomes"
int8 / Counterfactual Regret MinimizationCounterfactual regret minimization algorithm for Kuhn poker
acmi-lab / Counterfactually Augmented DataLearning the Difference that Makes a Difference with Counterfactually-Augmented Data
yue-zhongqi / Gcm Cf[CVPR 2021] Released code for Counterfactual Zero-Shot and Open-Set Visual Recognition
jhartford / DeepIVImplementation of Deep IV: A Flexible Approach for Counterfactual Prediction
raoyongming / CAL[ICCV 2021] Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification
yuleiniu / Cfvqa[CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias
