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The Top 23 Machine Learning Automatic Differentiation Open Source Projects

Open source projects categorized as Machine Learning Automatic Differentiation
Categories > Machine Learning > Automatic Differentiation
Categories > Machine Learning > Machine Learning
Ggml ⭐ 8,676
Tensor library for machine learning
most recent commit 3 months ago
Gorgonia ⭐ 5,330
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 39total releases 53most recent commit 21 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
Zygote.jl ⭐ 1,415
21st century AD
most 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
Owl ⭐ 1,170
Owl - OCaml Scientific Computing @ https://ocaml.xyz
most recent commit a month ago
Enzyme ⭐ 1,142
High-performance automatic differentiation of LLVM and MLIR.
most recent commit 23 days ago
Deeplearning.scala ⭐ 759
A simple library for creating complex neural networks
dependent packages 9total releases 15most recent commit 2 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
Enzyme.jl ⭐ 364
Julia bindings for the Enzyme automatic differentiator
most recent commit 3 months ago
Betty ⭐ 316
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
total releases 9most recent commit 3 months ago
Theano_lstm ⭐ 309
🔬 Nano size Theano LSTM module
total releases 15most recent commit 7 years ago
Tensorlang ⭐ 303
Tensorlang, a differentiable programming language based on TensorFlow
most recent commit 6 years ago
Tensorcircuit ⭐ 230
Tensor network based quantum software framework for the NISQ era
total releases 26most 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
Autograd.jl ⭐ 160
Julia port of the Python autograd package.
most recent commit 2 years ago
Adcme.jl ⭐ 158
Automatic Differentiation Library for Computational and Mathematical Engineering
most recent commit 3 years ago
Yota.jl ⭐ 146
Reverse-mode automatic differentiation in Julia
most recent commit 9 months ago
Dcpp ⭐ 142
Automatic differentiation in C++; infinite differentiability of conditionals, loops, recursion and all things C++
most recent commit 5 years ago
The 7 Most Depended On Machine 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 21 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
Pennylane Rigetti ⭐ 35
This PennyLane plugin allows the Rigetti Forest QPUs, QVM, and wavefunction simulator to optimize quantum circuits.
dependent packages 1total releases 5latest release October 30, 2023most recent commit 3 months agopypi PennyLane-Rigetti} Downloads
Easy Ml ⭐ 21
Machine learning library providing matrices, named tensors, linear algebra and autodiff aimed at being easy to use
dependent packages 1total releases 19latest release July 09, 2023most recent commit 3 months agocargo easy-ml} 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 Machine Learning Automatic Differentiation Open Source Projects
Jax_fdm ⭐ 74
Auto-differentiable and hardware-accelerated force density method
total releases 20latest release November 23, 2023most recent commit 5 months 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
Pennylane Rigetti ⭐ 35
This PennyLane plugin allows the Rigetti Forest QPUs, QVM, and wavefunction simulator to optimize quantum circuits.
dependent packages 1total releases 5latest release October 30, 2023most recent commit 3 months agopypi PennyLane-Rigetti} Downloads
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 21 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
Tensorcircuit ⭐ 230
Tensor network based quantum software framework for the NISQ era
total releases 26latest release August 14, 2023most recent commit 3 months ago
Easy Ml ⭐ 21
Machine learning library providing matrices, named tensors, linear algebra and autodiff aimed at being easy to use
dependent packages 1total releases 19latest release July 09, 2023most recent commit 3 months agocargo easy-ml} Downloads
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
Popular Machine Learning Categories
Deep Learning
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Natural Language Processing
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