#Autodiff

Showing 16 of 16 repositories tagged #autodiff, ranked by stars

tracel-ai
tracel-ai
burn

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

Score
100
★ 15.5k ⑂ 964 +1/day
Rust
google
google
tangent

Source-to-Source Debuggable Derivatives in Pure Python

Score
90
★ 2.3k ⑂ 431
Python
chelsea0x3b
chelsea0x3b
dfdx

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

Score
50
★ 1.9k ⑂ 107 +2/day
Rust
microsoft
microsoft
Trace

End-to-end Generative Optimization for AI Agents

Score
100
★ 746 ⑂ 60 +1/day
Python
DiffSharp
DiffSharp
DiffSharp

DiffSharp: Differentiable Functional Programming

Score
60
★ 615 ⑂ 72
F#
leopard-ai
leopard-ai
betty

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

Score
40
★ 347 ⑂ 28
Python
JuliaDiff
JuliaDiff
DifferentiationInterface.jl

An interface to various automatic differentiation backends in Julia.

Score
100
★ 310 ⑂ 33 +1/day
Julia
PennyLaneAI
PennyLaneAI
catalyst

A JIT compiler for hybrid quantum programs in PennyLane

Score
0
★ 218 ⑂ 81
Python
maciejkula
maciejkula
wyrm

Autodifferentiation package in Rust.

Score
30
★ 179 ⑂ 13
Rust
sradc
sradc
SmallPebble

A minimalist deep learning library written from scratch in Python

Score
70
★ 133 ⑂ 14
Python
can-lehmann
can-lehmann
exprgrad

An experimental deep learning framework for Nim based on a differentiable array programming language

Score
20
★ 122 ⑂ 1
Nim
born-ml
born-ml
born

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

Score
80
★ 112 ⑂ 11 +4/day
Go
ml-for-gp
ml-for-gp
jaxgptoolbox

Geometry processing utilities compatible with jax for autodifferentiation.

Score
10
★ 91 ⑂ 6
Python
AkiRusProd
AkiRusProd
numpy-nn-model

Сustom torch style machine learning framework with automatic differentiation implemented on numpy, allows build GANs, VAEs, etc.

Score
50
★ 82 ⑂ 5
Python
Renovamen
Renovamen
flint

A toy deep learning framework implemented in pure Numpy from scratch. Aka homemade PyTorch lol.

Score
0
★ 31 ⑂ 3
Python
ilia3101
ilia3101
Panorama

Automatic panorama stitching with automatic camera calibration/distortion estimation

Score
0
★ 19 ⑂ 3
Rust
Related Topics
#machine-learning#deep-learning#neural-network#automatic-differentiation#tensor#rust#python#autograd#cross-platform#cuda#pytorch#autodifferentiation

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