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The Top 52 Tensor Open Source Projects
Categories
>
Machine Learning
>
Tensor
Pytorch
⭐
47,666
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Pytorch Book
⭐
8,742
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
⭐
6,551
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Cupy
⭐
4,991
A NumPy-compatible array library accelerated by CUDA
Librec
⭐
2,942
LibRec: A Leading Java Library for Recommender Systems, see
Einops
⭐
2,831
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Mars
⭐
2,097
Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, pandas, Scikit-learn and Python functions.
Nx
⭐
1,287
Multi-dimensional arrays (tensors) and numerical definitions for Elixir
Hyperlearn
⭐
1,208
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
⭐
997
TensorLy: Tensor Learning in Python.
Taco
⭐
859
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
Arraymancer
⭐
809
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
⭐
799
The Egison Programming Language
Lrslibrary
⭐
632
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
Aten
⭐
580
ATen: A TENsor library for C++11
Libxsmm
⭐
528
Library for specialized dense and sparse matrix operations, and deep learning primitives.
Awesome Tensor Compilers
⭐
528
A list of awesome compiler projects and papers for tensor computation and deep learning.
Autokernel
⭐
489
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
⭐
407
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
Dlpack
⭐
402
RFC for common in-memory tensor structure and operator interface for deep learning system
Diffsharp
⭐
372
DiffSharp: Differentiable Functional Programming
Niutensor
⭐
340
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
⭐
311
OCaml bindings for PyTorch
Grassmann.jl
⭐
297
⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex
Rust Autograd
⭐
287
Tensors and differentiable operations (like TensorFlow) in Rust
Thinking In Tensors Writing In Pytorch
⭐
286
Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)
Blitz
⭐
260
Blitz++ Multi-Dimensional Array Library for C++
Xtensor Python
⭐
258
Python bindings for xtensor
Tullio.jl
⭐
250
⅀
Nexus
⭐
247
Experimental tensor-typed deep learning
Tensoroperations.jl
⭐
233
Julia package for tensor contractions and related operations
Tensor
⭐
230
package tensor provides efficient and generic n-dimensional arrays in Go that are useful for machine learning and deep learning purposes
Norse
⭐
223
Deep learning with spiking neural networks (SNNs) in PyTorch.
Tenseal
⭐
218
A library for doing homomorphic encryption operations on tensors
Laser
⭐
197
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
⭐
191
Scientific computing with N-dimensional arrays
Tinytpu
⭐
158
Implementation of a Tensor Processing Unit for embedded systems and the IoT.
Tensorflow Cheatsheet
⭐
147
My personal reference for Tensorflow
Hptt
⭐
143
High-Performance Tensor Transpose library
L2
⭐
128
l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust
Mtensor
⭐
115
A C++ Cuda Tensor Lazy Computing Library
Tensorflow Gpu Macosx
⭐
104
Unoffcial NVIDIA CUDA GPU support version of Google Tensorflow for MAC OSX
Deepnet
⭐
99
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
⭐
86
A Python module for compiling PyTorch graphs to C
Cloud Volume
⭐
66
Read and write Neuroglancer datasets programmatically.
Mtt
⭐
64
MATLAB Tensor Tools
Numeric
⭐
51
N-dimensional matrix class for Rust
Qtorch
⭐
44
qTorch (Quantum Tensor Contraction Handler) https://arxiv.org/abs/1709.03636 -> for quantum simulation using tensor networks
Aiscm
⭐
35
Guile numerical arrays and tensor extension
Drlkit
⭐
29
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