#Differentiable-programming

Showing 19 of 19 repositories tagged #differentiable-programming, ranked by stars

NVIDIA
NVIDIA
warp

A Python framework for GPU-accelerated simulation, robotics, and machine learning.

Score
100
โ˜… 6.8k โ‘‚ 557 +10/day
Python
tensorflow
tensorflow
swift

Swift for TensorFlow

Score
67
โ˜… 6.1k โ‘‚ 610 โ€”
Jupyter Notebook
probcomp
probcomp
Gen.jl

A general-purpose probabilistic programming system with programmable inference

Score
100
โ˜… 1.8k โ‘‚ 163 โ€”
Julia
EnzymeAD
EnzymeAD
Enzyme

High-performance automatic differentiation of LLVM and MLIR.

Score
0
โ˜… 1.6k โ‘‚ 172 โ€”
LLVM
pnnl
pnnl
neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

Score
89
โ˜… 1.4k โ‘‚ 184 +1/day
Python
abdallahdib
abdallahdib
NextFace

A high-fidelity 3D face reconstruction library from monocular RGB image(s)

Score
33
โ˜… 819 โ‘‚ 103 โ€”
Jupyter Notebook
tensorflow
tensorflow
swift-apis

Swift for TensorFlow Deep Learning Library

Score
100
โ˜… 792 โ‘‚ 135 โ€”
Swift
optiland
optiland
optiland

Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.

Score
50
โ˜… 757 โ‘‚ 163 +11/day
Python
pytorchbearer
pytorchbearer
torchbearer

torchbearer: A model fitting library for PyTorch

Score
0
โ˜… 641 โ‘‚ 63 โ€”
Python
metaopt
metaopt
torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

Score
56
โ˜… 633 โ‘‚ 44 +1/day
Python
EnzymeAD
EnzymeAD
Enzyme.jl

Julia bindings for the Enzyme automatic differentiator

Score
78
โ˜… 574 โ‘‚ 100 +2/day
Julia
breandan
breandan
kotlingrad

๐Ÿงฉ Shape-Safe Symbolic Differentiation with Algebraic Data Types

Score
0
โ˜… 548 โ‘‚ 23 +2/day
Kotlin
ctongfei
ctongfei
nexus

Experimental tensor-typed deep learning

Score
11
โ˜… 258 โ‘‚ 16 โ€”
Scala
mlajtos
mlajtos
L1

L1: Tensor Studio โ€” The playground for tensors

Score
0
โ˜… 187 โ‘‚ 22 โ€”
JavaScript
grinisrit
grinisrit
noa

Differentiable Programming Algorithms in Modern C++

Score
100
โ˜… 157 โ‘‚ 31 โ€”
LLVM
esa
esa
dSGP4

dSGP4: differentiable SGP4. Supports differentiability, ML integration & embarassingly parallel computations

Score
44
โ˜… 92 โ‘‚ 20 โ€”
Python
MatthiasNickles
MatthiasNickles
diff-SAT

Probabilistic Answer Set Programming and Probabilistic SAT solving, based on Differentiable Satisfiability

Score
0
โ˜… 72 โ‘‚ 3 โ€”
Scala
genjax-community
genjax-community
genjax

Probabilistic programming with programmable inference for parallel accelerators.

Score
22
โ˜… 54 โ‘‚ 7 โ€”
Python
YuriyKolesnikov
YuriyKolesnikov
diffquant

End-to-End Differentiable Trading Pipeline

Score
0
โ˜… 13 โ‘‚ 2 โ€”
Python
Related Topics
#deep-learning#pytorch#machine-learning#automatic-differentiation#optimization#probabilistic-programming#tensorflow#python#ad#compiler#enzyme#llvm

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