Kelly W Zhang's starred repositories
banditexperiments
Messing around with some multi-armed bandits
DeepRLInTheWorld
From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..
pytorch-deep-bayesian-bandits
PyTorch port and extension of the Deep Bayesian Bandits Library
Digital_Health_Data_Repository
The DHDR (Digital Health Data Repository) is a repository with sample data for use with the DBDP.
py-ms-cognitive
Thin wrapper for the Microsoft Cognitive Services
impatient-bandits
Code for the paper "Impatient Bandits: Optimizing Recommendations for the Long-Term Without Delay".
sklearn-bayes
Python package for Bayesian Machine Learning with scikit-learn API
neural-processes
This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (NPs), Attentive Neural Processes (ANPs).
TransformersCanDoBayesianInference
Official Implementation of "Transformers Can Do Bayesian Inference", the PFN paper
Misinformation-replication
Replication files for
cb_bakeoff
scripts for evaluation of contextual bandit algorithms
binary-outcome-mrt
Code to reproduce results in the paper "Estimating time-varying causal excursion effect in mobile health with binary outcomes" (Biometrika, 2020) by Tianchen Qian et al.
HeartStepsV1
Data from the HeartSteps V1 study
Stat-ML-CDT-2023
This repo contains the content for the RL course at the one-week StatML CDT Summer School 2023 by Raaz Dwivedi, Susan Murphy & Kelly Zhang
gauss_conc
Efficient Concentration with Gaussian Approximation
oralytics_reward_design
Code for "Reward Design For An Online Reinforcement Learning Algorithm For Supporting Oral Self-Care” Paper