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counterfactualestimator

deepr

The deepr module provide abstractions (layers, readers, prepro, metrics, config) to help build tensorflow models on top of tf estimators

drohde.github.io

Reward Optimizing Reco with Maximum Inner Product Search

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

reco-gym

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

reward-optimizing-reco

Materials for the "Reward Optimising Recommendation using Deep Learning and Fast Maximum Inner Product Search" tutorial delivered at the 28th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '22).

softsort

Code for "SoftSort: A Continuous Relaxation for the argsort Operator", ICML 2020.

v187

"I Can't Believe It's Not Better" NeurIPS Workshop 2022