Safe interop between Rust and C++

CUDA on non-NVIDIA GPUs

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

Convex Optimization

HDF5-compatible file format in pure Julia

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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

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

Solutions to exercises and homework for the second edition of Statistical Rethinking

Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

Pure Julia implementation of 1D & 2D cubic Hermite spline interpolation.

RISE: "Live" Reveal.js JupyterLab Slideshow Extension

Rust bindings for the Python interpreter

A spawner of jupyterhub to launch singularity container on remote host

PyMC educational resources

Statistical Rethinking (2nd ed.) with NumPyro

Statistical Rethinking with PyTorch and Pyro

Unicode-based scientific plotting for working in the terminal

A simple, distributed task scheduler and runner with a web based UI.

Implementations of the models from the Statistical Rethinking book with Turing.jl

Some benchmarks of different languages

Implementation of FACETS for Terra

ABRA2

A curated list of awesome projects and resources related to Argo (a CNCF graduated project)

Hierarchical Generation of Molecular Graphs using Structural Motifs

A Julia package for fitting (statistical) mixed-effects models