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counterfactual-learning

Here are 5 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

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

"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

Pytorch Implementation of Counterfactual Recurrent Neural Network

machine-learning recurrent-neural-networks counterfactual-learning

Updated Jun 18, 2020
Python

ParitoshParmar / Win-Fail-Action-Recognition

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

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