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Autograd
35 Open Source Autograd Software Projects
Free and open source autograd code projects including engines, APIs, generators, and tools.
Pytorch Pytorch
43164 ⭐
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Chenyuntc Pytorch Book
8032 ⭐
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)
Flashlight
1200 ⭐
A C++ standalone library for machine learning
Djl
1203 ⭐
An Engine-Agnostic Deep Learning Framework in Java
Owlbarn Owl
872 ⭐
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Prabhuomkar Pytorch Cpp
897 ⭐
C++ Implementation of PyTorch Tutorials for Everyone
Arraymancer
721 ⭐
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
Machine_learning_refined
624 ⭐
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
Pennylane
597 ⭐
PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.
Deep Learning From Scratch 3
324 ⭐
『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)
Pytorch_sparse
294 ⭐
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
Airlab
224 ⭐
Image registration laboratory for 2D and 3D image data
Autograd.jl
144 ⭐
Julia port of the Python autograd package.
Rust Autograd
142 ⭐
Tensors and differentiable operations (like TensorFlow) in Rust
Norse Norse
133 ⭐
Deep learning with spiking neural networks (SNNs) in PyTorch.
Slick Dnn
115 ⭐
Tiny and elegant deep learning library
Scorch
110 ⭐
scorch is a deep learning framework in Scala inspired by PyTorch
Qml
109 ⭐
Introductions to key concepts in quantum machine learning, as well as tutorials and implementations from cutting-edge QML research.
Pytorch Containers
86 ⭐
Torch Containers simplified in PyTorch
Mygrad
76 ⭐
A pure-python/numpy autograd tensor library
Ictxiangxin Paradox
44 ⭐
Deep-Learning framework from scratch
Pytorch Examples Cn
40 ⭐
用例子学习PyTorch1.0(Learning PyTorch with Examples 中文翻译与学习)
Qualia2.0
39 ⭐
Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.
Legume
33 ⭐
🌱 Guided-mode expansion of photonic crystal slabs
Palle K Dl4s
34 ⭐
Deep Learning for Swift - Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation
Eddl
17 ⭐
European Distributed Deep Learning (EDDL) Library
Tigercontrol
30 ⭐
Google AI Princeton control framework
Minigrad
13 ⭐
Autograd Engine for Python Written in Python C-API for Speed
Autograd Gamma
13 ⭐
NotImplementedError: VJP of gammainc wrt argnum 0 not defined
Nim Rmad
11 ⭐
Autograd (backpropagation, reverse-mode auto differentiation) in Nim
Yaae
10 ⭐
Yaae: Yet another autodiff engine (written in Numpy).
Numpy_autograd
10 ⭐
a simple implementation of autograd engine
Dmg
10 ⭐
Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf
Mlverse Torch
139 ⭐
R Interface to Torch
Num.cr
75 ⭐
Scientific computing in pure Crystal