Course notes

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

CUDA optimized code for solving MDPs, POMDPs, and Dec-POMDPs.

Library of contextual bandits algorithms

Active learning for Big Data

TensorFlow Implementation of "Show, Attend and Tell"

Contextual bandit in python

Code to reproduce all the results in the paper: "Learning dynamics of linear denoising autoencoders." (ICML 2018)

A Tensorflow implementation of Collaborative Metric Learning (CML)

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

Password protection for static pages

Assignments for the Machine Learning course (COL774) at IITD

Multi-Arm Bandits for online recommendations via Particle Thompson Sampling with Probabilistic Matrix Factorization

neural networks to learn Koopman eigenfunctions

A List of Recommender Systems and Resources

Item2vec_tutorial_git

Unit test demo using Google Test and GitLab CI ✅

Linear Recommender AAAI-16 code

Play with neural networks!

Explore CNN/LSTM/GRU parallel architectures for movie recommendations using Keras & TensorFlow in Python

Python implementation of Reinforcement Learning: An Introduction

x86 userland minimal examples tutorial. Hundreds of runnable asserts. IO done with libc, so OS portable in theory. Tested in Ubuntu 14.04. Containers (ELF), linking, calling conventions. System lan…

Minimal and Clean Reinforcement Learning Examples

A course in reinforcement learning in the wild