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673

unknown

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 about a year ago

177

unknown

train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect, Uplift Modeling, etc

ndcg ranknet lambdarank positional-bias pytorch-ranking uplift-modeling learning-to-rank pytorch-implementation inverse-propensity-score heterogeneous-treatment-effects

Created 2019-02-22

62 commits to master branch, last one 2 years ago