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#autodiff (14 Repositories)

Ranked open-source repositories tagged with #autodiff, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

41.9%

Avg Review Latency

15.5h

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14 repositories tagged #autodiff

S TierRust 187 32 GFIs

kmolan/multicalc-rust

Scientific computing that fits on a microcontroller. Estimation, control, kinematics, Lie groups, calculus, autodiff and linear algebra in stable no_std Rust with no heap, no panics and no unsafe. Run the same code on your laptop and your Cortex-M0.

86.6%
Merge Rate
3h
First Review
85%
1st-Timers
20
Maintainers
A TierRust 16.1k

tracel-ai/burn

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

75.1%
Merge Rate
-
First Review
74%
1st-Timers
45
Maintainers
A TierPython 239 3 GFIs

PennyLaneAI/catalyst

A JIT compiler for hybrid quantum programs in PennyLane

42.2%
Merge Rate
-
First Review
61%
1st-Timers
29
Maintainers
A TierC++ 163

tsotchke/eshkol

High-Performance LISP-like language for Scientific Computing and AI written in C++

76.3%
Merge Rate
-
First Review
67%
1st-Timers
4
Maintainers
A TierJUJulia 315

JuliaDiff/DifferentiationInterface.jl

An interface to various automatic differentiation backends in Julia.

86.2%
Merge Rate
-
First Review
100%
1st-Timers
5
Maintainers
A TierGo 132

born-ml/born

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

95.0%
Merge Rate
9d
First Review
100%
1st-Timers
2
Maintainers
B TierC++ 432

auto-differentiation/xad

Fast, easy automatic differentiation in C++

100.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
B TierJUJulia 146

JuliaDecisionFocusedLearning/ImplicitDifferentiation.jl

Automatic differentiation of implicit functions

25.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
D TierPython 348

nabla-ml/nabla

Nabla: High-Performance Scientific Computing

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 2.0k

autodiff/autodiff

automatic differentiation made easier for C++

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 348

leopard-ai/betty

Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 125

lawmurray/Birch

A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierF#F# 615

DiffSharp/DiffSharp

DiffSharp: Differentiable Functional Programming

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRust 1.9k

chelsea0x3b/dfdx

Deep learning in Rust, with shape checked tensors and neural networks

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Autodiff Open Source Repositories & C-Rank™ | GetMerged