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The Top 23 Deep Learning Automatic Differentiation Open Source Projects

Open source projects categorized as Deep Learning Automatic Differentiation
Categories > Machine Learning > Automatic Differentiation
Categories > Machine Learning > Deep Learning
Gorgonia ⭐ 5,330
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 39total releases 53most recent commit 23 days ago
Tangent ⭐ 2,066
Source-to-Source Debuggable Derivatives in Pure Python
total releases 10most recent commit 4 years ago
Pennylane ⭐ 2,022
PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.
dependent packages 54total releases 46most recent commit 3 months agopypi PennyLane} Downloads
Spago ⭐ 1,691
Self-contained Machine Learning and Natural Language Processing library in Go
dependent packages 9total releases 35most recent commit 3 months ago
Effectivepytorch ⭐ 1,321
PyTorch tutorials and best practices.
most recent commit 2 years ago
Arraymancer ⭐ 1,177
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
most recent commit 3 months ago
Enzyme ⭐ 1,142
High-performance automatic differentiation of LLVM and MLIR.
most recent commit 25 days ago
Deeplearning.scala ⭐ 759
A simple library for creating complex neural networks
dependent packages 9total releases 15most recent commit 2 years ago
Deepdarkfantasy ⭐ 464
A Programming Language for Deep Learning
most recent commit 6 years ago
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14most recent commit 4 months agopypi torchopt} Downloads
Deep Learning From Scratch 3 ⭐ 426
『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)
most recent commit 3 years ago
Rust Autograd ⭐ 413
Tensors and differentiable operations (like TensorFlow) in Rust
dependent packages 1total releases 35most recent commit a year agocargo autograd} Downloads
Betty ⭐ 316
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
total releases 9most recent commit 3 months ago
Tensorlang ⭐ 303
Tensorlang, a differentiable programming language based on TensorFlow
most recent commit 6 years ago
Kayak ⭐ 231
Kayak is a library for automatic differentiation with applications to deep neural networks.
most recent commit 7 years ago
Neuraloperators.jl ⭐ 206
DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia
most recent commit 3 months ago
Jaxfluids ⭐ 203
Differentiable Fluid Dynamics Package
most recent commit 4 months ago
Nnlib.jl ⭐ 187
Neural Network primitives with multiple backends
most recent commit 3 months ago
Backprop ⭐ 180
Heterogeneous automatic differentiation ("backpropagation") in Haskell
total releases 23most recent commit 9 months ago
Autograd.jl ⭐ 160
Julia port of the Python autograd package.
most recent commit 2 years ago
Neograd ⭐ 117
A deep learning framework created from scratch with Python and NumPy
total releases 4most recent commit a year ago
Scorch ⭐ 104
scorch is a deep learning framework in Scala inspired by PyTorch
total releases 2most recent commit 4 years ago
Infermo ⭐ 102
Tensors and dynamic Neural Networks in Mojo
most recent commit 3 months ago
The 6 Most Depended On Deep Learning Automatic Differentiation Open Source Projects
Gorgonia ⭐ 5,330
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 39total releases 53latest release October 13, 2023most recent commit 23 days ago
Spago ⭐ 1,691
Self-contained Machine Learning and Natural Language Processing library in Go
dependent packages 9total releases 35latest release October 30, 2023most recent commit 3 months ago
Deeplearning.scala ⭐ 759
A simple library for creating complex neural networks
dependent packages 9total releases 15latest release May 24, 2018most recent commit 2 years ago
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14latest release November 10, 2023most recent commit 4 months agopypi torchopt} Downloads
Rust Autograd ⭐ 413
Tensors and differentiable operations (like TensorFlow) in Rust
dependent packages 1total releases 35latest release November 28, 2021most recent commit a year agocargo autograd} Downloads
The 10 Latest Releases In Deep Learning Automatic Differentiation Open Source Projects
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14latest release November 10, 2023most recent commit 4 months agopypi torchopt} Downloads
Spago ⭐ 1,691
Self-contained Machine Learning and Natural Language Processing library in Go
dependent packages 9total releases 35latest release October 30, 2023most recent commit 3 months ago
Gorgonia ⭐ 5,330
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 39total releases 53latest release October 13, 2023most recent commit 23 days ago
Betty ⭐ 316
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
total releases 9latest release October 12, 2023most recent commit 3 months ago
Backprop ⭐ 180
Heterogeneous automatic differentiation ("backpropagation") in Haskell
total releases 23latest release July 23, 2023most recent commit 9 months ago
Neograd ⭐ 117
A deep learning framework created from scratch with Python and NumPy
total releases 4latest release November 01, 2022most recent commit a year ago
Rust Autograd ⭐ 413
Tensors and differentiable operations (like TensorFlow) in Rust
dependent packages 1total releases 35latest release November 28, 2021most recent commit a year agocargo autograd} Downloads
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