Starred repositories
Strava for strength training. A mobile app to log workouts, build custom routines, and track your lifting progress over time. Built with React Native for iOS and Android.
🧩 Hands-on SIMD Programming with C++
A CLI to answer questions about content in your Obsidian Vault
Building blocks for foundation models.
Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective
A list of papers regarding generalization in (deep) reinforcement learning
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
Development repository for the Triton language and compiler
Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Learn about Machine Learning and Artificial Intelligence
Official repository for CMU Machine Learning Department's 10721: "Philosophical Foundations of Machine Intelligence".
Repository for ML Reproducibility Challenge 2020 for the Neurips paper, "The Value Equivalence Principle for Model-Based Reinforcement Learning"
Simple and easily configurable grid world environments for reinforcement learning
This repository has some of the paper notes I have written, primarily in the field of computer vision.
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Updated Oct 6, 2021
An index of algorithms for offline reinforcement learning (offline-rl)
Awesome Incremental Learning
A curated list of awesome mathematics resources
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
🎓 Path to a free self-taught education in Computer Science!
Python code for "Probabilistic Machine learning" book by Kevin Murphy