All tags
Catalogue tag

#automatic-differentiation

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

15 records
Tagged “automatic-differentiation”Ranked by health index
PyPI
98Exceptionalhealth index
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.
Python★ 3,404Aug 13, 2026
Apache-2.0Aug 13, 2026 · metrics 2.10.0
PyPI
95Exceptionalhealth index
HIPS/autograd
Efficiently computes derivatives of NumPy code.
Python★ 7,523↓ 5.1M/moAug 28, 2026
MITAug 28, 2026 · metrics 2.10.0
—
94Exceptionalhealth index
SciML/Optimization.jl
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.
Julia★ 831Jul 17, 2026
MITJul 17, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
stack-of-tasks/pinocchio
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
C++★ 3,650Aug 13, 2026
BSD-2-ClauseAug 13, 2026 · metrics 2.10.0
—
88Excellenthealth index
EnzymeAD/Enzyme
High-performance automatic differentiation of LLVM and MLIR.
LLVM · C++★ 1,648Jul 18, 2026
Custom licenseJul 18, 2026 · metrics 2.10.0
—
88Excellenthealth index
SciML/PreallocationTools.jl
Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes
Julia★ 127Jul 17, 2026
Custom licenseJul 17, 2026 · metrics 2.10.0
Go
86Excellenthealth index
born-ml/born
Born is a modern ML framework for Go — train and deploy models as single binaries. Pure Go, zero CGO, GPU accelerated.
Go★ 121Aug 14, 2026
Apache-2.0Aug 14, 2026 · metrics 2.10.0
—
84Excellenthealth index
FluxML/Zygote.jl
21st century AD
Julia★ 1,568Aug 25, 2026
Custom licenseAug 25, 2026 · metrics 2.10.0
crates.io · PyPI
77Goodhealth index
itt-ustutt/num-dual
Generalized (hyper-) dual numbers in rust
Rust★ 93↓ 25.4K/moJul 29, 2026
Apache-2.0Jul 29, 2026 · metrics 2.10.0
PyPI
75Goodhealth index
tensorcircuit/tensorcircuit-ng
Next-gen AI-native tensor-network-based quantum software framework
Python★ 87↓ 2,149/moAug 22, 2026
Apache-2.0Aug 22, 2026 · metrics 2.10.0
—
69Goodhealth index
JuliaDiff/TaylorSeries.jl
Taylor polynomial expansions in one and several independent variables.
Julia · TeX★ 386Aug 16, 2026
Custom licenseAug 16, 2026 · metrics 2.10.0
PyPI · crates.io
69Goodhealth index
VolkovIlia/semiflow
Fast no_std Rust library for evolution equations and PDEs via Chernoff approximation of operator semigroups — heat, Schrödinger, diffusion, graph & manifold operators. Bindings for C, Python, and WebAssembly.
Rust · Python★ 3↓ 698/moSep 6, 2026
Apache-2.0Sep 6, 2026 · metrics 2.10.0
—
65Goodhealth index
adrhill/SparseConnectivityTracer.jl
Fast operator-overloading Jacobian & Hessian sparsity pattern detection.
Julia★ 58Jul 17, 2026
MITJul 17, 2026 · metrics 2.10.0
—
62Moderatehealth index
JuliaDiff/ChainRulesCore.jl
AD-backend agnostic system defining custom forward and reverse mode rules. This is the light weight core to allow you to define rules for your functions in your packages, without depending on any particular AD system.
Julia★ 267Jul 26, 2026
Custom licenseJul 26, 2026 · metrics 2.10.0
—
60Moderatehealth index
JuliaDiff/TaylorDiff.jl
Taylor-mode automatic differentiation for higher-order derivatives
Julia★ 83Aug 6, 2026
MITAug 6, 2026 · metrics 2.10.0