A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.

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

This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the paper: Model-Free Prediction of Large Spatiotemporally Chaotic…

Controlling extreme energy events in turbulent flow (2D Kolmogorov flow)

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Scientific colormaps for making accessible, informative and 'cmashing' plots

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

Hundreds of strange attractors

The Julia Programming Language

Small Matlab to Python compiler

This repository is for our paper: "The Experimental Multi-Arm Pendulum on a Cart: A Benchmark System for Chaos, Learning, and Control." It contains all the CAD files we used to build the pendulum h…

Season 2 of @twosigma's artificial intelligence programming challenge

Collect and classify python projects on Github (deprecated)

Implementation of Q-Learning to learn optimal q-table of "Taxi-v2 Open AI Gym" and use it to solve the environment.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

A Collection of application ideas which can be used to improve your coding skills.

Curated list of project-based tutorials