The Top 23 Tensor Open Source Projects

Open source projects categorized as Tensor

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Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

dependent packages 8,272total releases 39most recent commit 3 months ago

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

Tvm ⭐ 11,107

Open deep learning compiler stack for cpu, gpu and specialized accelerators

dependent packages 3total releases 1most recent commit 9 days ago

Effectivetensorflow ⭐ 8,646

TensorFlow tutorials and best practices.

most recent commit 3 years ago

Torch7 ⭐ 8,505

http://torch.ch

most recent commit 5 years ago

Trax ⭐ 7,818

Trax — Deep Learning with Clear Code and Speed

dependent packages 1total releases 24most recent commit 4 months ago

Einops ⭐ 7,548

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

dependent packages 767total releases 14most recent commit 3 months ago

Cupy ⭐ 7,482

NumPy & SciPy for GPU

dependent packages 107total releases 138most recent commit 3 months ago

Burn ⭐ 6,642

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

dependent packages 8total releases 15most recent commit a month ago

Tensorboard ⭐ 6,458

TensorFlow's Visualization Toolkit

dependent packages 1,079total releases 53most recent commit 3 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

Visualdl ⭐ 4,652

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具）

dependent packages 4total releases 42most recent commit 7 months ago

Danfojs ⭐ 4,416

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

dependent packages 13total releases 37most recent commit 6 months ago

Flux.jl ⭐ 4,318

Relax! Flux is the ML library that doesn't make you tensor

most recent commit 3 months ago

Torch2trt ⭐ 4,267

An easy to use PyTorch to TensorRT converter

most recent commit 3 months ago

Pytorch Examples ⭐ 4,170

Simple examples to introduce PyTorch

most recent commit 2 years ago

Cutlass ⭐ 3,776

CUDA Templates for Linear Algebra Subroutines

dependent packages 1total releases 1most recent commit 3 months ago

Tch Rs ⭐ 3,567

Rust bindings for the C++ api of PyTorch.

dependent packages 49total releases 37most recent commit 3 months ago

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

most recent commit 10 months ago

Hummingbird ⭐ 3,268

Hummingbird compiles trained ML models into tensor computation for faster inference.

dependent packages 3total releases 22most recent commit 3 months ago

Xtensor ⭐ 3,190

C++ tensors with broadcasting and lazy computing

dependent packages 17total releases 111most recent commit 23 days ago

Tensorflow_macos ⭐ 3,182

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

most recent commit 2 years ago

Librec ⭐ 3,113

LibRec: A Leading Java Library for Recommender Systems, see

most recent commit 2 years ago

The 10 Most Depended On Tensor 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 ago

Tensorboard ⭐ 6,458

TensorFlow's Visualization Toolkit

dependent packages 1,079total releases 53latest release November 02, 2023most recent commit 3 months ago

Einops ⭐ 7,548

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

dependent packages 767total releases 14latest release October 01, 2023most recent commit 3 months ago

Audio ⭐ 2,321

Data manipulation and transformation for audio signal processing, powered by PyTorch

dependent packages 487total releases 29latest release November 15, 2023most recent commit 3 months ago

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 ago

Cupy ⭐ 7,482

NumPy & SciPy for GPU

dependent packages 107total releases 138latest release December 07, 2023most recent commit 3 months ago

Aardvark.base ⭐ 141

Aardvark.Base is the foundation of the open-source Aardvark Platform for visual computing, real-time graphics, and visualization.

dependent packages 101total releases 381latest release October 30, 2023most recent commit 4 months ago

Pytorch_scatter ⭐ 1,413

PyTorch Extension Library of Optimized Scatter Operations

dependent packages 65total releases 32latest release October 06, 2023most recent commit 3 months ago

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 ago

Tch Rs ⭐ 3,567

Rust bindings for the C++ api of PyTorch.

dependent packages 49total releases 37latest release October 05, 2023most recent commit 3 months ago

The 10 Latest Releases In Tensor Open Source Projects

Laser ⭐ 255

The HPC toolbox: fused matrix multiplication, convolution, data-parallel strided tensor primitives, OpenMP facilities, SIMD, JIT Assembler, CPU detection, state-of-the-art vectorized BLAS for floats and integers

latest release December 13, 2023most recent commit 3 months ago

Cotengra ⭐ 145

Hyper optimized contraction trees for large tensor networks and einsums

total releases 12latest release December 08, 2023most recent commit 4 months ago

Cupy ⭐ 7,482

NumPy & SciPy for GPU

dependent packages 107total releases 138latest release December 07, 2023most recent commit 3 months ago

Burn ⭐ 6,642

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

dependent packages 8total releases 15latest release December 04, 2023most recent commit a month ago

Lab ⭐ 63

A generic interface for linear algebra backends

dependent packages 12total releases 79latest release November 27, 2023most recent commit 3 months ago

Exprgrad ⭐ 70

An experimental deep learning framework for Nim based on a differentiable array programming language

latest release November 27, 2023most recent commit a year ago

Tensora ⭐ 5

Sparse/dense tensor library for Python

total releases 10latest release November 26, 2023most recent commit 3 months ago

Heat ⭐ 169

Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

total releases 20latest release November 23, 2023most recent commit 3 months ago

Tat ⭐ 6

TAT is A Tensor library

dependent packages 2total releases 30latest release November 22, 2023most recent commit 3 months ago

Audio ⭐ 2,321

Data manipulation and transformation for audio signal processing, powered by PyTorch

dependent packages 487total releases 29latest release November 15, 2023most recent commit 3 months ago

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