Popular GitHub Repositories for Computational Physics

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

A library for scientific machine learning and physics-informed learning

NMA Computational Neuroscience course

Massively parallel rigidbody physics simulation on accelerator hardware.

Resources on the topic of digital morphogenesis (creating form with code). Includes links to major articles, code repos, creative projects, books, software, and more.

Tutorial code on how to build your own Deep Learning System in 2k Lines

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

Learn Japanese grammar with TypeScript

A deep learning package for many-body potential energy representation and molecular dynamics

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

An open-source platform for Visual AI.

Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

Glisp is a Lisp-based design tool that combines generative approaches with traditional design methods, empowering artists to discover new forms of expression.

ezkl is an engine for doing inference for deep learning models and other computational graphs in a zk-snark (ZKML). Use it from Python, Javascript, or the command line.

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

Curated List: Practical Natural Language Processing done in Ruby

Thai natural language processing in Python