apdy07

HumanoidAgents

Humanoid Agents: Platform for Simulating Human-like Generative Agents

corax

Corax: Core RL in JAX

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

mopo

Code for MOPO: Model-based Offline Policy Optimization

annotated-transformer

An annotated implementation of the Transformer paper.

rl_with_resets

JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"

causalML

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

cs229m_notes

FLEX

Code for our CVPR'23 paper - "FLEX: Full-Body Grasping Without Full-Body Grasps"

neuroaid

:zap: :books: Papers and other material for getting started with Neuro-AI! :brain: :boom:

rlpd

thesis

Stanford PhD Thesis

robohive

A unified framework for robot learning

geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

javascript-algorithms

📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

talktopapers

deepmind_athomewithai

Some DeepMind engineers and scientists have been publishing a series of short posts on LinkedIn (tagged as #AtHomeWithAI) with a collection of resources they find useful and informative. Here it is.

advice

A repository of links with advice related to grad school applications, research, phd etc

dragon-book-exercise-answers

Compilers Principles, Techniques, & Tools (purple dragon book) second edition exercise answers. 编译原理（紫龙书）第2版习题答案。

spinningup

An educational resource to help anyone learn deep reinforcement learning.

cs-video-courses

List of Computer Science courses with video lectures.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

awesome

😎 Awesome lists about all kinds of interesting topics

coding-interview-university

A complete computer science study plan to become a software engineer.

free-programming-books

:books: Freely available programming books

awesome-algorithmic-game-theory

An Awesome list for resources on algorithmic game theory

MyCompetitiveProgramming

This repository contains a subset of pointers to solutions with editorials and notes to my trainees (ACM ICPC, OJs, IOI, POI, CEOI, JOI, etc). For IOI/OI, I organized what I found on the web from official solutions and materials.

trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

nn-zero-to-hero

Neural Networks: Zero to Hero