counterfactual-learning

Here are 11 public repositories matching this topic...

jvpoulos / causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

machine-learning deep-learning representation-learning causal-inference treatment-effects causal-models counterfactual randomized-controlled-trials paper-list heterogeneous-treatment-effects causal-discovery counterfactual-learning estimating-treatment-effects causal-learning

Updated Nov 23, 2022

banditml / offline-policy-evaluation

Star

Implementations and examples of common offline policy evaluation methods in Python.

importance-sampling counterfactual-learning off-policy-evaluation doubly-robust offline-policy-evaluation counterfactual-policy-evaluation

Updated Feb 11, 2023
Python

fabienbaradel / cophy

Star

"CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020

dataset iclr2020 counterfactual-learning cophy physical-dynamics

Updated Apr 28, 2020
Python

lucasc896 / CRN-pytorch

Star

Pytorch Implementation of Counterfactual Recurrent Neural Network

machine-learning recurrent-neural-networks counterfactual-learning

Updated Jun 18, 2020
Python

ParitoshParmar / Win-Fail-Action-Recognition

Star

https://arxiv.org/abs/2102.07355 [WACV Workshops 2022]

dataset action-recognition video-understanding fall-detection anomaly-detection video-analytics video-analysis action-understanding counterfactual-explanations counterfactual-learning

Updated Oct 11, 2022

markkamuya / pokemind

Star

PokeMind: replay-driven AI research for strategic Pokémon card battles, counterfactual search, and conservative policy evaluation.

python pokemon-tcg reinforcement-learning kaggle imitation-learning game-ai ai-agents counterfactual-learning

Updated Jul 25, 2026
Python

bagheri365 / PolicyRecLab

Star

A research lab for off-policy evaluation, exploration, and policy-generated bias in contextual-bandit recommendation systems.

recommender-systems causal-inference importance-sampling contextual-bandits exploration-exploitation selection-bias counterfactual-learning off-policy-evaluation doubly-robust inverse-propensity-scoring

Updated Sep 9, 2026
Python

christalho22 / FACCT-CNN

Star

Fixed-anchor counterfactual consistency training and causal evidence auditing for chromatographic CNNs

deep-learning pytorch chromatography explainable-ai counterfactual-learning

Updated Aug 5, 2026
Python

YuyangBaoo / CF-CrackSynth

Star

Counterfactual crack synthesis and hard-negative learning for cross-domain infrastructure crack segmentation.

infrastructure computer-vision pytorch segmentation civil-engineering domain-adaptation synthetic-data crack-detection hard-negative-mining counterfactual-learning

Updated Jul 14, 2026
Python

YongshuoLiu / codrive-branchlab

Star

Counterfactual multi-branch decision collection and reward tooling for CARLA cooperative VLA research

reinforcement-learning autonomous-driving carla counterfactual-learning vision-language-action

Updated Sep 1, 2026
Python

mohammadi-hadi / spark-search-ranking

Sponsor

Star

Counterfactual learning-to-rank for marketplace search logs in PySpark: position-bias estimation, IPS-weighted training, NDCG evaluation against known ground truth

machine-learning spark pyspark learning-to-rank recommender-systems counterfactual-learning position-bias

Updated Sep 6, 2026
Python

Add this topic to your repo

To associate your repository with the counterfactual-learning topic, visit your repo's landing page and select "manage topics."

Learn more