Repository Index

Efficiently computes derivatives of NumPy code.

• autograd
• automatic-differentiation
• numpy
• python

Gorgonia is a library that helps facilitate machine learning in Go.

• machine-learning
• artificial-intelligence
• neural-network
• computation-graph

A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives

• robotics
• dynamics
• analytical-derivatives
• kinematics

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.

• quantum
• machine-learning
• deep-learning
• neural-network

automatic differentiation made easier for C++

• automatic-differentiation
• auto-differentiation
• autodiff
• autodifferentiation

Self-contained Machine Learning and Natural Language Processing library in Go

• deep-learning
• machine-learning
• natural-language-processing
• neural-network

The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control

• optimal-control
• model-predictive-control
• ilqr
• ilqg

Owl - OCaml Scientific Computing @ https://ocaml.xyz

• matrix
• linear-algebra
• ndarray
• statistical-functions

A JavaScript library like PyTorch, with GPU acceleration.

• automatic-differentiation
• deep-learning
• javascript-library
• neural-networks

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

Born is a modern ML framework for Go — train and deploy models as single binaries. Pure Go, zero CGO, GPU accelerated.

• autodiff
• automatic-differentiation
• cross-platform
• deep-learning

Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux

• deep-learning
• deep-neural-networks
• gradient-descent
• automatic-differentiation

A .NET library that provides fast, accurate and automatic differentiation (computes derivative / gradient) of mathematical functions.

• mathematical-modelling
• automatic-differentiation
• mathematics
• math