Repository Index

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

• jax

Multi-dimensional arrays (tensors) and numerical definitions for Elixir

• gpu
• numerical
• elixir
• tensor

The fastest automatic differentiation library for C++, with Python bindings. Forward, adjoint and higher-order derivatives, checkpointing, Eigen support and JIT. Reproducible benchmarks against CppAD, Adept and autodiff.

• automatic-differentiation
• aad
• algorithmic-differentiation
• autodiff

Open source math and physics engine that executes MATLAB-syntax code. Features a modern compiler, automatic GPU acceleration for large calculations, and support for math on geometry / FEA calculations.

• matlab
• rust
• jit-compiler
• linear-algebra