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#automatic-differentiation

Alle Repositories im öffentlichen Register, die dieses Tag tragen — aus ihren GitHub-Topics oder den von ihren Paket-Registries veröffentlichten Schlagwörtern. Die Gesundheit wird nach derselben versionierten Methodik gemessen wie im übrigen Register.

17 Einträge
Getaggt als „automatic-differentiation“Geordnet nach Gesundheitsindex
PyPI
98AußergewöhnlichGesundheitsindex
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★ 3.469↓ 199.1K/Monat17. Sept. 2026
Apache-2.017. Sept. 2026 · Metriken 2.10.0
PyPI
95AußergewöhnlichGesundheitsindex
HIPS/autograd
Efficiently computes derivatives of NumPy code.
Python★ 7.523↓ 5.1M/Monat28. Aug. 2026
MIT28. Aug. 2026 · Metriken 2.10.0
PyPI
94AußergewöhnlichGesundheitsindex
stack-of-tasks/pinocchio
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
C++★ 3.73917. Sept. 2026
BSD-2-Clause17. Sept. 2026 · Metriken 2.10.0
—
92ExzellentGesundheitsindex
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★ 83610. Sept. 2026
MIT10. Sept. 2026 · Metriken 2.10.0
—
89ExzellentGesundheitsindex
EnzymeAD/Enzyme
High-performance automatic differentiation of LLVM and MLIR.
LLVM · C++★ 1.69111. Sept. 2026
Eigene Lizenz11. Sept. 2026 · Metriken 2.10.0
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87ExzellentGesundheitsindex
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★ 12710. Sept. 2026
Eigene Lizenz10. Sept. 2026 · Metriken 2.10.0
—
84ExzellentGesundheitsindex
FluxML/Zygote.jl
21st century AD
Julia★ 1.56825. Aug. 2026
Eigene Lizenz25. Aug. 2026 · Metriken 2.10.0
Go
84ExzellentGesundheitsindex
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★ 13018. Sept. 2026
Apache-2.018. Sept. 2026 · Metriken 2.10.0
—
80ExzellentGesundheitsindex
JuliaDiff/ForwardDiff.jl
Forward Mode Automatic Differentiation for Julia
Julia★ 1.00519. Sept. 2026
Eigene Lizenz19. Sept. 2026 · Metriken 2.10.0
PyPI
80ExzellentGesundheitsindex
tad-mctc/tad-mctc
PyTorch Automatic Differentiation Utility for "tad" Projects.
Python★ 2↓ 4.709/Monat20. Okt. 2026
Apache-2.020. Okt. 2026 · Metriken 2.10.0
PyPI
77GutGesundheitsindex
tensorcircuit/tensorcircuit-ng
Next-gen AI-native tensor-network-based quantum software framework
Python★ 92↓ 781/Monat20. Okt. 2026
Apache-2.020. Okt. 2026 · Metriken 2.10.0
PyPI · crates.io
75GutGesundheitsindex
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↓ 218/Monat22. Okt. 2026
Apache-2.022. Okt. 2026 · Metriken 2.10.0
—
71GutGesundheitsindex
JuliaDiff/TaylorSeries.jl
Taylor polynomial expansions in one and several independent variables.
Julia · TeX★ 38718. Sept. 2026
Eigene Lizenz18. Sept. 2026 · Metriken 2.10.0
crates.io · PyPI
69GutGesundheitsindex
itt-ustutt/num-dual
Generalized (hyper-) dual numbers in rust
Rust★ 93↓ 43.5K/Monat14. Sept. 2026
Apache-2.014. Sept. 2026 · Metriken 2.10.0
—
65GutGesundheitsindex
adrhill/SparseConnectivityTracer.jl
Fast operator-overloading Jacobian & Hessian sparsity pattern detection.
Julia★ 5910. Sept. 2026
MIT10. Sept. 2026 · Metriken 2.10.0
—
57MittelGesundheitsindex
JuliaDiff/TaylorDiff.jl
Taylor-mode automatic differentiation for higher-order derivatives
Julia★ 8317. Sept. 2026
MIT17. Sept. 2026 · Metriken 2.10.0
—
56MittelGesundheitsindex
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★ 26713. Sept. 2026
Eigene Lizenz13. Sept. 2026 · Metriken 2.10.0