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The Top 23 Python Autograd Open Source Projects

Open source projects categorized as Python Autograd
Categories > Autograd
Pytorch ⭐ 74,794
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 8,272total releases 39most recent commit 3 months agopypi torch} Downloads
Ivy ⭐ 13,904
The Unified AI Framework
dependent packages 7total releases 103most recent commit 3 months agopypi ivy} Downloads
Pytorch Book ⭐ 11,409
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》)
most recent commit 4 months ago
Megengine ⭐ 4,711
MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
most recent commit a month ago
Pytorch Examples ⭐ 4,170
Simple examples to introduce PyTorch
most recent commit 2 years ago
Interviews.ai ⭐ 3,146
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
most recent commit 2 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
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26most recent commit 3 months agopypi numpyro} Downloads
Machine_learning_refined ⭐ 1,574
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
most recent commit 9 months ago
Pytorch_sparse ⭐ 919
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
dependent packages 58total releases 31most recent commit 3 months agopypi torch-sparse} Downloads
Opt_einsum ⭐ 684
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
dependent packages 274total releases 17most recent commit a year agopypi opt-einsum} Downloads
Norse ⭐ 580
Deep learning with spiking neural networks (SNNs) in PyTorch.
total releases 11most recent commit 3 months ago
Torchprof ⭐ 557
PyTorch layer-by-layer model profiler
dependent packages 1total releases 18most recent commit 3 years agopypi torchprof} 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
Nnmnkwii ⭐ 375
Library to build speech synthesis systems designed for easy and fast prototyping.
dependent packages 1total releases 26most recent commit a year agopypi nnmnkwii} Downloads
Svae ⭐ 302
code for Structured Variational Autoencoders
most recent commit 6 years ago
Sampyl ⭐ 277
MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice
most recent commit 3 years ago
Hypergrad ⭐ 268
Exploring differentiation with respect to hyperparameters
most recent commit 8 years ago
Pytorch_fft ⭐ 264
PyTorch wrapper for FFTs
total releases 15most recent commit 5 years ago
Mnist_center_loss_pytorch ⭐ 254
A PyTorch implementation of center loss on MNIST
most recent commit 6 years ago
Airlab ⭐ 221
Image registration laboratory for 2D and 3D image data
most recent commit 4 years ago
Mygrad ⭐ 166
Drop-in autodiff for NumPy.
dependent packages 3total releases 24most recent commit 10 months agopypi mygrad} Downloads
Pytorch Camp ⭐ 143
most recent commit 3 years ago
The 10 Most Depended On Python Autograd Open Source Projects
Pytorch ⭐ 74,794
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 8,272total releases 39latest release November 15, 2023most recent commit 3 months agopypi torch} Downloads
Opt_einsum ⭐ 684
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
dependent packages 274total releases 17latest release July 19, 2020most recent commit a year agopypi opt-einsum} Downloads
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26latest release September 24, 2023most recent commit 3 months agopypi numpyro} Downloads
Pytorch_sparse ⭐ 919
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
dependent packages 58total releases 31latest release October 06, 2023most recent commit 3 months agopypi torch-sparse} Downloads
Lab ⭐ 63
A generic interface for linear algebra backends
dependent packages 12total releases 79latest release November 27, 2023most recent commit 3 months agopypi backends} Downloads
Ivy ⭐ 13,904
The Unified AI Framework
dependent packages 7total releases 103latest release October 11, 2023most recent commit 3 months agopypi ivy} Downloads
Autograd Gamma ⭐ 13
NotImplementedError: VJP of gammainc wrt argnum 0 not defined
dependent packages 6total releases 8latest release October 15, 2020most recent commit 4 years agopypi autograd-gamma} Downloads
Mygrad ⭐ 166
Drop-in autodiff for NumPy.
dependent packages 3total releases 24latest release January 01, 2022most recent commit 10 months agopypi mygrad} Downloads
Klujax ⭐ 20
Solve sparse linear systems in JAX using the KLU algorithm
dependent packages 2total releases 9latest release October 13, 2023most recent commit 6 months agopypi klujax} Downloads
The 10 Latest Releases In Python Autograd Open Source Projects
Lab ⭐ 63
A generic interface for linear algebra backends
dependent packages 12total releases 79latest release November 27, 2023most recent commit 3 months agopypi backends} Downloads
Pytorch ⭐ 74,794
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 8,272total releases 39latest release November 15, 2023most recent commit 3 months agopypi torch} Downloads
Klujax ⭐ 20
Solve sparse linear systems in JAX using the KLU algorithm
dependent packages 2total releases 9latest release October 13, 2023most recent commit 6 months agopypi klujax} Downloads
Ivy ⭐ 13,904
The Unified AI Framework
dependent packages 7total releases 103latest release October 11, 2023most recent commit 3 months agopypi ivy} Downloads
Pytorch_sparse ⭐ 919
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
dependent packages 58total releases 31latest release October 06, 2023most recent commit 3 months agopypi torch-sparse} Downloads
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26latest release September 24, 2023most recent commit 3 months agopypi numpyro} Downloads
Norse ⭐ 580
Deep learning with spiking neural networks (SNNs) in PyTorch.
total releases 11latest release January 20, 2023most recent commit 3 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
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