Awesome Open Source
Awesome Open Source
Combined Topics
tensor
x
Advertising
📦 9
All Projects
Application Programming Interfaces
📦 120
Applications
📦 181
Artificial Intelligence
📦 72
Blockchain
📦 70
Build Tools
📦 111
Cloud Computing
📦 79
Code Quality
📦 28
Collaboration
📦 30
Command Line Interface
📦 48
Community
📦 81
Companies
📦 60
Compilers
📦 60
Computer Science
📦 74
Configuration Management
📦 39
Content Management
📦 167
Control Flow
📦 197
Data Formats
📦 77
Data Processing
📦 266
Data Storage
📦 132
Economics
📦 60
Frameworks
📦 198
Games
📦 122
Graphics
📦 103
Hardware
📦 148
Integrated Development Environments
📦 47
Learning Resources
📦 147
Legal
📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
Mapping
📦 61
Marketing
📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
Web Browsers
📦 38
Web Servers
📦 25
Web User Interface
📦 194
The Top 286 Tensor Open Source Projects on Github
Categories
>
Mathematics
>
Tensor
Pytorch
⭐
52,363
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Pytorch Book
⭐
8,618
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
⭐
7,404
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Cupy
⭐
5,564
NumPy & SciPy for GPU
Megengine
⭐
4,059
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
Einops
⭐
3,723
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Librec
⭐
3,019
LibRec: A Leading Java Library for Recommender Systems, see
Xtensor
⭐
2,435
C++ tensors with broadcasting and lazy computing
Mars
⭐
2,286
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
Danfojs
⭐
1,740
danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
Nx
⭐
1,598
Multi-dimensional arrays (tensors) and numerical definitions for Elixir
Hyperlearn
⭐
1,219
Waiting hours for a future prediction is unacceptable. Hyperlearn makes AI and ML algorithms 50% faster, use 90% less memory and doesn't require you to use new hardware! ML Algorithms like PCA, Linear Regression, NMF are all faster!
Tensorly
⭐
1,122
TensorLy: Tensor Learning in Python.
Pytorch Cpp
⭐
1,114
C++ Implementation of PyTorch Tutorials for Everyone
Taco
⭐
909
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
Arraymancer
⭐
880
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
⭐
806
The Egison Programming Language
Tiramisu
⭐
761
A polyhedral compiler for expressing fast and portable data parallel algorithms
Awesome Tensor Compilers
⭐
677
A list of awesome compiler projects and papers for tensor computation and deep learning.
Torchtyping
⭐
656
Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
Lrslibrary
⭐
620
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
Autokernel
⭐
594
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。
Libxsmm
⭐
590
Library for specialized dense and sparse matrix operations, and deep learning primitives.
Opt_einsum
⭐
496
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
Dlpack
⭐
481
common in-memory tensor structure
Diffsharp
⭐
413
DiffSharp: Differentiable Functional Programming
Aesara
⭐
392
Aesara is a Python library that allows one to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Fastor
⭐
363
A lightweight high performance tensor algebra framework for modern C++
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.
Tullio.jl
⭐
348
⅀
Rust Autograd
⭐
342
Tensors and differentiable operations (like TensorFlow) in Rust
Grassmann.jl
⭐
338
⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex
Ocaml Torch
⭐
327
OCaml bindings for PyTorch
Tenseal
⭐
318
A library for doing homomorphic encryption operations on tensors
Norse
⭐
298
Deep learning with spiking neural networks (SNNs) in PyTorch.
Itensor
⭐
282
A C++ library for efficient tensor network calculations
Thinking In Tensors Writing In Pytorch
⭐
280
Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)
Xtensor Python
⭐
273
Python bindings for xtensor
Itensors.jl
⭐
256
A Julia library for efficient tensor computations and tensor network calculations
Tensoroperations.jl
⭐
250
Julia package for tensor contractions and related operations
Tensor
⭐
243
package tensor provides efficient and generic n-dimensional arrays in Go that are useful for machine learning and deep learning purposes
Nexus
⭐
231
Experimental typed deep learning
Quimb
⭐
212
A python library for quantum information and many-body calculations including tensor networks.
Blitz
⭐
202
Blitz++ Multi-Dimensional Array Library for C++
Laser
⭐
191
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
⭐
184
Scientific computing with N-dimensional arrays
Scatteract
⭐
167
Project which implements extraction of data from scatter plots
Ttpy
⭐
162
Python implementation of the TT-Toolbox
Hptt
⭐
151
High-Performance Tensor Transpose library
Tntorch
⭐
148
Tensor Network Learning with PyTorch
Tensorflow Cheatsheet
⭐
143
My personal reference for Tensorflow
Array
⭐
141
C++ multidimensional arrays in the spirit of the STL
L2
⭐
128
l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust
Aardvark.base
⭐
124
Aardvark is an open-source platform for visual computing, real-time graphics and visualization. This repository is the basis for most platform libraries and provides basic functionality such as data-structures, math and much more.
Cadabra2
⭐
124
A field-theory motivated approach to computer algebra.
Mtensor
⭐
119
A C++ Cuda Tensor Lazy Computing Library
Tensors.jl
⭐
115
Efficient computations with symmetric and non-symmetric tensors with support for automatic differentiation.
Tinytpu
⭐
111
Implementation of a Tensor Processing Unit for embedded systems and the IoT.
Num.cr
⭐
107
Scientific computing in pure Crystal
Seq2seqsharp
⭐
105
Seq2SeqSharp is a tensor based fast & flexible encoder-decoder deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, many different types of encoders/decoders(Transformer, LSTM, BiLSTM and so on), multi-GPUs supported and so on.
Tensile
⭐
104
Stretching GPU performance for GEMMs and tensor contractions.
Tvm Vta
⭐
102
Open, Modular, Deep Learning Accelerator
Tensor
⭐
100
A library and extension that provides objects for scientific computing in PHP.
Tensorflow Gpu Macosx
⭐
99
Unoffcial NVIDIA CUDA GPU support version of Google Tensorflow for MAC OSX
Heat
⭐
87
Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python
Pytorch Wrapper
⭐
87
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
Deepnet
⭐
84
Deep.Net machine learning framework for F#
Ublas
⭐
80
Boost.uBlas
Tensorcast.jl
⭐
77
It slices, it dices, it splices!
Cloud Volume
⭐
77
Read and write Neuroglancer datasets programmatically.
Redisai Py
⭐
73
Python client for RedisAI
Dense Vector Ranking Performance
⭐
68
Performance evaluation of nearest neighbor search using Vespa, Elasticsearch and Open Distro for Elasticsearch K-NN
Mctc4bmi
⭐
65
Matrix and Tensor Completion for Background Model Initialization
Dl4s
⭐
64
Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux
Cotengra
⭐
61
Hyper optimized contraction trees for large tensor networks - compatible with opt_einsum and quimb
Mtt
⭐
60
MATLAB Tensor Tools
Galileo
⭐
59
Scala Math - Numerical (Matlab-like) and Symbolic (Mathematica-like) tool
Etaler
⭐
53
A flexable HTM (Hierarchical Temporal Memory) framework with full GPU support.
Pytorch Alpine
⭐
52
A very small PyTorch container in Alpine Linux
Numeric
⭐
50
N-dimensional matrix class for Rust
Puzzlelib
⭐
49
Deep Learning framework with NVIDIA & AMD support
Etable
⭐
46
DataTable / DataFrame structure in Go (golang), similar to pandas and xarray in Python, using etensor columns aligned by common row dimension
Norse
⭐
46
Deep learning for spiking neural networks
Analisis Numerico Computo Cientifico
⭐
43
Análisis numérico y cómputo científico
Tvm Rfcs
⭐
42
A home for the final text of all TVM RFCs.
Orka
⭐
42
The OpenGL 4.6 Rendering Kernel in Ada 2012
Keras Neural Graph Fingerprint
⭐
41
Keras implementation of Neural Graph Fingerprints as proposed by Duvenaud et al., 2015
Scikit_tt
⭐
41
Tensor Train Toolbox
Splatt
⭐
41
The Surprisingly ParalleL spArse Tensor Toolkit.
Tensorpac
⭐
39
Phase-Amplitude Coupling under Python
Aiscm
⭐
39
Guile numerical arrays and tensor extension
Qtorch
⭐
38
qTorch (Quantum Tensor Contraction Handler) https://arxiv.org/abs/1709.03636 -> for quantum simulation using tensor networks
H5pp
⭐
38
A simple C++17 wrapper for HDF5
Ttb
⭐
36
Tensor Toolbox for Modern Fortran
Tensors
⭐
35
Tensors in Haskell
Systemds
⭐
35
An open source ML system for the end-to-end data science lifecycle
Easytensor
⭐
35
Many-dimensional type-safe numeric ops
Pytorch Examples Cn
⭐
34
用例子学习PyTorch1.0（Learning PyTorch with Examples 中文翻译与学习）
Directsum.jl
⭐
34
Tangent bundle / vector space category and functors
1-100 of 286 projects
Next >
Related Projects
Python Tensor Projects (91)
Deep Learning Tensor Projects (64)
Machine Learning Tensor Projects (64)
Advertising
📦 9
All Projects
Application Programming Interfaces
📦 120
Applications
📦 181
Artificial Intelligence
📦 72
Blockchain
📦 70
Build Tools
📦 111
Cloud Computing
📦 79
Code Quality
📦 28
Collaboration
📦 30
Command Line Interface
📦 48
Community
📦 81
Companies
📦 60
Compilers
📦 60
Computer Science
📦 74
Configuration Management
📦 39
Content Management
📦 167
Control Flow
📦 197
Data Formats
📦 77
Data Processing
📦 266
Data Storage
📦 132
Economics
📦 60
Frameworks
📦 198
Games
📦 122
Graphics
📦 103
Hardware
📦 148
Integrated Development Environments
📦 47
Learning Resources
📦 147
Legal
📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
Mapping
📦 61
Marketing
📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
Web Browsers
📦 38
Web Servers
📦 25
Web User Interface
📦 194
Privacy policy
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.
