jvpoulos / causal-ml Star 624 Code Issues Pull requests 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 219 Code Issues Pull requests Discussions 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 33 Code Issues Pull requests "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 6 Code Issues Pull requests 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 4 Code Issues Pull requests 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