ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…

Code for "Learning Deep Features in Instrumental Variable Regression" (https://arxiv.org/abs/2010.07154)

Repository for Deep Structural Causal Models for Tractable Counterfactual Inference

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

Cookiecutter template for a Python package.

What you need to process the Quarterly DepMap-Omics releases from Terra

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction

Improving Personalized Prediction of Cancer Prognoses with Clonal Evolution Models

A quickstart and benchmark for pytorch distributed training.

MOLI: Multi-Omics Late Integration with deep neural networks for drug response prediction

Synergy prediction and the drug atlas

A game search and evaluation parameter tuner using optuna framework

A hyperparameter optimization framework

Cancer Drug Response Prediction via a Hybrid Graph Convolutional Network

A Configurable Recommender Systems Simulation Platform

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed …

Deep reinforcement learning for recommendation system

Reinforced Recommendation toolkit built around pytorch 1.7

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

Author's PyTorch implementation of BCQ for "Off-Policy Deep Reinforcement Learning without Exploration"

Code for the paper "Phasic Policy Gradient"

CADRE: Contextual Attention-based Drug REsponse

Matrix Factorization based Movie Recommender System for group of users.

Virtual-Taobao simulators with OpenAI Gym interface

An elegant PyTorch deep reinforcement learning library.