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#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.

9 records
Tagged “automatic-differentiation”Ranked by health index
PyPI
82Goodhealth index
HIPS/autograd
Efficiently computes derivatives of NumPy code.
Python★ 7,512Jul 18, 2026
MITJul 18, 2026 · metrics 1.13.0
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80Goodhealth 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 1.13.0
PyPI
76Goodhealth index
ggerganov/ggml
Tensor library for machine learning
C++ · C★ 15KJul 16, 2026
MITJul 16, 2026 · metrics 1.13.0
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74Goodhealth index
EnzymeAD/Enzyme
High-performance automatic differentiation of LLVM and MLIR.
LLVM · C++★ 1,648Jul 18, 2026
Custom licenseJul 18, 2026 · metrics 1.13.0
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74Goodhealth 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 1.13.0
PyPI
73Goodhealth index
ggml-org/ggml
Tensor library for machine learning
C++ · C★ 15KJul 22, 2026
MITJul 22, 2026 · metrics 1.13.0
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62Moderatehealth index
adrhill/SparseConnectivityTracer.jl
Fast operator-overloading Jacobian & Hessian sparsity pattern detection.
Julia★ 58Jul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
PyPI
62Moderatehealth index
tensorcircuit/tensorcircuit-ng
Next-gen AI-native tensor-network-based quantum software framework
Python★ 81↓ 0/moJul 13, 2026
Apache-2.0Jul 13, 2026 · metrics 1.13.0
crates.io
52Moderatehealth 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★ 2Jul 15, 2026
Apache-2.0Jul 15, 2026 · metrics 1.13.0