Starred repositories
Collections of CS PhD Application Fee Waivers of schools in North America
An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
A collection of economics and finance papers that adopt reinforcement learning as a solution method.
Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Must-read papers on graph neural networks (GNN)
Re-implementations of SOTA RL algorithms.
Agent-based modeling framework in Julia
List of Computer Science courses with video lectures.
Neural Networks: Zero to Hero
A playbook for systematically maximizing the performance of deep learning models.
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
An Awesome list for resources on algorithmic game theory
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Language model alignment-focused deep learning curriculum
My "Foundations of Computational Economics" course
This is a repository containing the list of company wise questions available on leetcode premium
A repository of links with advice related to grad school applications, research, phd etc
Documentation and tutorials for the Turing language
Multivariate imputation and matrix completion algorithms implemented in Python