HIPS / autograd

Efficiently computes derivatives of NumPy code.

PennyLaneAI / pennylane

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

PennyLaneAI / demos

Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.

metaopt / torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

ECLIPSE-AI4Science / gradsolve

Differentiable ensemble solvers for differential equations on GPUs, in JAX