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A natural language interface for computers
A toolkit for developing and comparing reinforcement learning algorithms.
A community-maintained Python framework for creating mathematical animations.
A modular graph-based Retrieval-Augmented Generation (RAG) system
An educational resource to help anyone learn deep reinforcement learning.
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
Home of StarCoder: fine-tuning & inference!
Typed interactions with the GitHub API v3
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
A Python toolbox for performing gradient-free optimization
Representation learning on large graphs using stochastic graph convolutions.
Transformer: PyTorch Implementation of "Attention Is All You Need"
A library for scientific machine learning and physics-informed learning
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
Visualizations of the connections between chaos theory and fractals through the logistic map; made for Veritasium YouTube video
Awesome machine learning for combinatorial optimization papers.
Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.
An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations
Neural relational inference for interacting systems - pytorch
Implementation related to the Deep Complex Networks
gprMax is open source software that simulates electromagnetic wave propagation using the Finite-Difference Time-Domain (FDTD) method for numerical modelling of Ground Penetrating Radar (GPR)
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
Implementation of TRPO and related algorithms