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jvpoulos
causal-ml jvpoulos
128
685
unknown
28
Must-read papers and resources related to causal inference and machine (deep) learning
paper-list causal-models deep-learning counterfactual causal-learning causal-discovery causal-inference machine-learning treatment-effects counterfactual-learning representation-learning estimating-treatment-effects randomized-controlled-trials heterogeneous-treatment-effects
Created 2019-10-13
81 commits to master branch, last one 2 years ago
banditml
offline-policy-evaluation banditml
25
219
other
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Implementations and examples of common offline policy evaluation methods in Python.
doubly-robust importance-sampling off-policy-evaluation counterfactual-learning offline-policy-evaluation counterfactual-policy-evaluation
Created 2020-03-10
152 commits to master branch, last one 2 years ago