A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

The Advanced Proximal Optimization Toolbox

RL Environments in JAX 🌍

🦀 Small exercises to get you used to reading and writing Rust code!

JAX - A curated list of resources https://github.com/google/jax

Scientific Inkscape: Inkscape extensions for figure resizing and editing

jPCA for Neural Data Analysis in Python

Control Engineering with Python

Last checkout of the most recent branch of the Python Control Systems Library (python-control) from https://sourceforge.net/p/python-control

FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks

DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

Efficiently computes derivatives of NumPy code.

State Space Models library in JAX

Scripts to accompany the manuscript "Extracting Reproducible Time-Resolved Resting State Networks using Dynamic Mode Decomposition"

Flax is a neural network library for JAX that is designed for flexibility.

V2 of Real World OCaml

Dimensionality reduce the neural activity of C. elegans and fit a nonlinear control model to the PCA activity.

150+ HTML5 Website Templates

Guide to tutorial materials for ANTs/R

Advanced Normalization Tools (ANTs)

Simple bash script that downloads and installs ANTs in a unix environment

An add-on to LaTeX Workshop that provides some features that go beyond the bare essentials

Python Deep Dive Course - Accompanying Materials