There are 28 repositories under automatic-differentiation topic.
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
Self-contained Machine Learning and Natural Language Processing library in Go
The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
A JavaScript library like PyTorch, with GPU acceleration.
Forward Mode Automatic Differentiation for Julia
A simple library for creating complex neural networks
Aircraft design optimization made fast through computational graph transformations (e.g., automatic differentiation). Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.
『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
Tensors and differentiable operations (like TensorFlow) in Rust
⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra
A Programming Language for Deep Learning
forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
The Emmy Computer Algebra System.
Taylor polynomial expansions in one and several independent variables.
Reverse Mode Automatic Differentiation for Julia