Awesome Open Source
Awesome Open Source
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The Top 52 Tensor Open Source Projects

Pytorch ⭐ 49,687
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Pytorch Book ⭐ 9,046
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》)
Tvm ⭐ 6,954
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Cupy ⭐ 5,240
NumPy & SciPy for GPU
Einops ⭐ 3,390
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Librec ⭐ 2,998
LibRec: A Leading Java Library for Recommender Systems, see
Mars ⭐ 2,169
Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, pandas, Scikit-learn and Python functions.
Nx ⭐ 1,466
Multi-dimensional arrays (tensors) and numerical definitions for Elixir
Hyperlearn ⭐ 1,209
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
Tensorly ⭐ 1,060
TensorLy: Tensor Learning in Python.
Taco ⭐ 884
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
Arraymancer ⭐ 849
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
Egison ⭐ 808
The Egison Programming Language
Lrslibrary ⭐ 648
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
Awesome Tensor Compilers ⭐ 628
A list of awesome compiler projects and papers for tensor computation and deep learning.
Aten ⭐ 589
ATen: A TENsor library for C++11
Libxsmm ⭐ 568
Library for specialized dense and sparse matrix operations, and deep learning primitives.
Autokernel ⭐ 529
AutoKernel 是一个简单易用，低门槛的自动算子优化工具，提高深度学习算法部署效率。
Opt_einsum ⭐ 453
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
Dlpack ⭐ 437
RFC for common in-memory tensor structure and operator interface for deep learning system
Diffsharp ⭐ 387
DiffSharp: Differentiable Functional Programming
Niutensor ⭐ 350
NiuTensor is an open-source toolkit developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. It provides tensor utilities to create and train neural networks.
Ocaml Torch ⭐ 317
OCaml bindings for PyTorch
Tullio.jl ⭐ 314
⅀
Rust Autograd ⭐ 309
Tensors and differentiable operations (like TensorFlow) in Rust
Grassmann.jl ⭐ 308
⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex
Thinking In Tensors Writing In Pytorch ⭐ 290
Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)
Blitz ⭐ 274
Blitz++ Multi-Dimensional Array Library for C++
Norse ⭐ 270
Deep learning with spiking neural networks (SNNs) in PyTorch.
Tenseal ⭐ 269
A library for doing homomorphic encryption operations on tensors
Xtensor Python ⭐ 267
Python bindings for xtensor
Nexus ⭐ 247
Experimental tensor-typed deep learning
Tensoroperations.jl ⭐ 239
Julia package for tensor contractions and related operations
Tensor ⭐ 235
package tensor provides efficient and generic n-dimensional arrays in Go that are useful for machine learning and deep learning purposes
Laser ⭐ 205
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
Compute.scala ⭐ 193
Scientific computing with N-dimensional arrays
Tinytpu ⭐ 168
Implementation of a Tensor Processing Unit for embedded systems and the IoT.
Tensorflow Cheatsheet ⭐ 149
My personal reference for Tensorflow
Hptt ⭐ 149
High-Performance Tensor Transpose library
L2 ⭐ 134
l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust
Mtensor ⭐ 114
A C++ Cuda Tensor Lazy Computing Library
Tensorflow Gpu Macosx ⭐ 103
Unoffcial NVIDIA CUDA GPU support version of Google Tensorflow for MAC OSX
Deepnet ⭐ 101
Deep.Net machine learning framework for F#
Pytorch Wrapper ⭐ 92
Provides a systematic and extensible way to build, train, evaluate, and tune deep learning models using PyTorch.
Pytorch2c ⭐ 85
A Python module for compiling PyTorch graphs to C
Cloud Volume ⭐ 70
Read and write Neuroglancer datasets programmatically.
Mtt ⭐ 65
MATLAB Tensor Tools
Numeric ⭐ 51
N-dimensional matrix class for Rust
Qtorch ⭐ 46
qTorch (Quantum Tensor Contraction Handler) https://arxiv.org/abs/1709.03636 -> for quantum simulation using tensor networks
Aiscm ⭐ 39
Guile numerical arrays and tensor extension
Drlkit ⭐ 30
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Imagenet Classifier Tensorflow ⭐ 13
Image recognition and classification using Convolutional Neural Networks with TensorFlow
1-52 of 52 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210