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The Top 2,375 Tensor Open Source Projects

Categories > Mathematics > Tensor
Pytorch ⭐ 57,840
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 267most recent commit 3 hours ago
Tensorflow Course ⭐ 15,697
📡 Simple and ready-to-use tutorials for TensorFlow
most recent commit a year ago
Effectivetensorflow ⭐ 8,646
TensorFlow tutorials and best practices.
most recent commit 2 years ago
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》)
most recent commit a year ago
Torch7 ⭐ 8,505
http://torch.ch
most recent commit 3 years ago
Tvm ⭐ 8,400
Open deep learning compiler stack for cpu, gpu and specialized accelerators
dependent packages 3total releases 1most recent commit 3 hours agocargo tvm-macros} Downloads
Trax ⭐ 7,048
Trax — Deep Learning with Clear Code and Speed
total releases 24most recent commit 8 hours ago
Cupy ⭐ 6,239
NumPy & SciPy for GPU
dependent packages 69total releases 118most recent commit 3 hours agopypi cupy} Downloads
Notes Python ⭐ 5,991
中文 Python 笔记
most recent commit 2 years ago
Tensorboard ⭐ 5,928
TensorFlow's Visualization Toolkit
dependent packages 593total releases 37most recent commit 3 days agopypi tensorboard} Downloads
Einops ⭐ 5,437
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 195total releases 7most recent commit 14 days agopypi einops} Downloads
Visualdl ⭐ 4,403
Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）
dependent packages 2total releases 42most recent commit 3 days agonpm @visualdl/core} Downloads
Megengine ⭐ 4,305
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 7 days ago
Pytorch Examples ⭐ 4,170
Simple examples to introduce PyTorch
most recent commit 6 months ago
Flux.jl ⭐ 3,770
Relax! Flux is the ML library that doesn't make you tensor
most recent commit 2 days ago
Danfojs ⭐ 3,659
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 2total releases 36most recent commit 11 days agonpm danfojs-node} Downloads
Torch2trt ⭐ 3,486
An easy to use PyTorch to TensorRT converter
most recent commit 18 hours ago
Tensorflow_macos ⭐ 3,182
TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
most recent commit 9 months ago
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,147
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 days ago
Trfl ⭐ 3,076
TensorFlow Reinforcement Learning
dependent packages 1total releases 5most recent commit a year agopypi trfl} Downloads
Librec ⭐ 3,019
LibRec: A Leading Java Library for Recommender Systems, see
most recent commit a year ago
Hummingbird ⭐ 2,978
Hummingbird compiles trained ML models into tensor computation for faster inference.
total releases 16most recent commit 3 days ago
Xtensor ⭐ 2,650
C++ tensors with broadcasting and lazy computing
dependent packages 11total releases 110most recent commit 10 days ago
Mars ⭐ 2,465
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
dependent packages 1total releases 115most recent commit 9 hours agopypi pymars} Downloads
Cutlass ⭐ 1,979
CUDA Templates for Linear Algebra Subroutines
dependent packages 1total releases 1most recent commit 7 days ago
Pytorch Nlp ⭐ 1,929
Basic Utilities for PyTorch Natural Language Processing (NLP)
dependent packages 8total releases 19most recent commit a year agopypi pytorch-nlp} Downloads
Nx ⭐ 1,868
Multi-dimensional arrays (tensors) and numerical definitions for Elixir
dependent packages 8total releases 3most recent commit 2 days agohex nx} Downloads
Audio ⭐ 1,800
Data manipulation and transformation for audio signal processing, powered by PyTorch
dependent packages 152total releases 21most recent commit 8 hours agopypi torchaudio} Downloads
Tch Rs ⭐ 1,722
Rust bindings for the C++ api of PyTorch.
dependent packages 29total releases 28most recent commit 19 days agocargo tch} Downloads
Tensorcomprehensions ⭐ 1,629
A domain specific language to express machine learning workloads.
most recent commit 2 years ago
Dataframe ⭐ 1,537
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
most recent commit 4 days ago
Tensornetwork ⭐ 1,528
A library for easy and efficient manipulation of tensor networks.
dependent packages 3total releases 19most recent commit 7 months agopypi tensornetwork} Downloads
Hyperlearn ⭐ 1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
most recent commit a month ago
Haskell ⭐ 1,384
Haskell bindings for TensorFlow
total releases 4most recent commit a year ago
Pytorch Cpp ⭐ 1,368
C++ Implementation of PyTorch Tutorials for Everyone
most recent commit 23 days ago
Effectivepytorch ⭐ 1,321
PyTorch tutorials and best practices.
most recent commit 4 months ago
Utensor ⭐ 1,320
TinyML AI inference library
most recent commit a year ago
Tensorly ⭐ 1,273
TensorLy: Tensor Learning in Python.
dependent packages 20total releases 18most recent commit 3 hours agopypi tensorly} Downloads
Mesh ⭐ 1,273
Mesh TensorFlow: Model Parallelism Made Easier
dependent packages 4total releases 27most recent commit 2 months agopypi mesh-tensorflow} Downloads
Deep_trader ⭐ 1,266
This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.
most recent commit 5 years ago
Prettytensor ⭐ 1,241
Pretty Tensor: Fluent Networks in TensorFlow
dependent packages 1total releases 11most recent commit 2 years agopypi prettytensor} Downloads
Tensorflow Deepq ⭐ 1,170
A deep Q learning demonstration using Google Tensorflow
most recent commit 5 years ago
Awesome Tensor Compilers ⭐ 1,125
A list of awesome compiler projects and papers for tensor computation and deep learning.
most recent commit 5 days ago
Pytorch_scatter ⭐ 1,050
PyTorch Extension Library of Optimized Scatter Operations
dependent packages 27total releases 29most recent commit 4 days agopypi torch-scatter} Downloads
Mshadow ⭐ 1,036
Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning
most recent commit 3 years ago
Cxxnet ⭐ 1,032
move forward to https://github.com/dmlc/mxnet
most recent commit 7 years ago
Numsharp ⭐ 1,031
High Performance Computation for N-D Tensors in .NET, similar API to NumPy.
dependent packages 19total releases 44most recent commit 6 months agonuget NumSharp} Downloads
Torchtyping ⭐ 1,010
Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
total releases 5most recent commit a month ago
Taco ⭐ 997
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
most recent commit 7 days ago
Torchnet ⭐ 994
Torch on steroids
most recent commit 3 years ago
Grokking Pytorch ⭐ 969
The Hitchiker's Guide to PyTorch
most recent commit a year ago
Arraymancer ⭐ 966
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
most recent commit a day ago
Rnn ⭐ 926
Recurrent Neural Network library for Torch7's nn
most recent commit 5 years ago
Systemds ⭐ 917
An open source ML system for the end-to-end data science lifecycle
total releases 8most recent commit a day ago
Tensorflow_scala ⭐ 897
TensorFlow API for the Scala Programming Language
dependent packages 4total releases 25most recent commit 2 months ago
Awesome Latex Drawing ⭐ 883
Drawing Bayesian networks, graphical models, tensors, and technical frameworks and illustrations in LaTeX.
most recent commit a day ago
Hasktorch ⭐ 865
Tensors and neural networks in Haskell
total releases 2most recent commit 3 months ago
Egison ⭐ 847
The Egison Programming Language
most recent commit 2 months ago
Batchgenerators ⭐ 836
A framework for data augmentation for 2D and 3D image classification and segmentation
dependent packages 18total releases 15most recent commit 2 months agopypi batchgenerators} Downloads
Deepcl ⭐ 813
OpenCL library to train deep convolutional neural networks
total releases 150most recent commit 5 years ago
Tiramisu ⭐ 798
A polyhedral compiler for expressing fast and portable data parallel algorithms
most recent commit 13 days ago
Transdim ⭐ 789
Machine learning for transportation data imputation and prediction.
most recent commit 2 months ago
Saliency ⭐ 786
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
dependent packages 2total releases 11most recent commit 3 months agopypi saliency} Downloads
Tensorframes ⭐ 766
[DEPRECATED] Tensorflow wrapper for DataFrames on Apache Spark
total releases 2most recent commit 2 years ago
Tf_cnnvis ⭐ 742
CNN visualization tool in TensorFlow
most recent commit 3 years ago
Preciseroipooling ⭐ 741
Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).
most recent commit 3 months ago
Aesara ⭐ 740
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
dependent packages 5total releases 54most recent commit 16 hours agopypi aesara} Downloads
Lrslibrary ⭐ 715
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
most recent commit 9 days ago
Pytorch_sparse ⭐ 691
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
dependent packages 30total releases 26most recent commit 3 days agopypi torch-sparse} Downloads
Redisai ⭐ 685
A Redis module for serving tensors and executing deep learning graphs
most recent commit 2 months ago
Torchsnooper ⭐ 666
Debug PyTorch code using PySnooper
dependent packages 1total releases 12most recent commit a year agopypi TorchSnooper} Downloads
Libxsmm ⭐ 660
Library for specialized dense and sparse matrix operations, and deep learning primitives.
dependent packages 1total releases 7most recent commit 6 hours ago
Eagerpy ⭐ 645
PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code
dependent packages 2total releases 45most recent commit 20 days agopypi eagerpy} Downloads
Pytorch_memlab ⭐ 645
Profiling and inspecting memory in pytorch
dependent packages 1total releases 10most recent commit 9 months agopypi pytorch-memlab} Downloads
Tensor Sensor ⭐ 634
The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.
total releases 37most recent commit 4 months ago
Fblualib ⭐ 616
Facebook libraries and utilities for Lua
most recent commit 4 years ago
All About The Gan ⭐ 602
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
most recent commit 4 years ago
Opt_einsum ⭐ 601
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
dependent packages 119total releases 17most recent commit 21 days agopypi opt-einsum} Downloads
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。
most recent commit 10 months ago
Dlpack ⭐ 584
common in-memory tensor structure
dependent packages 1total releases 6most recent commit 2 months ago
Node Tensorflow ⭐ 579
Node.js + TensorFlow
dependent packages 2total releases 8most recent commit 4 years agonpm tensorflow} Downloads
Tfpyth ⭐ 569
Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).
total releases 2most recent commit 2 years ago
Speedtorch ⭐ 559
Library for faster pinned CPU <-> GPU transfer in Pytorch
total releases 14most recent commit 2 years ago
Torchsparse ⭐ 557
[MLSys'22] TorchSparse: Efficient Point Cloud Inference Engine
total releases 2most recent commit 10 days ago
Torch Audiomentations ⭐ 542
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
total releases 14most recent commit 6 days ago
Nn_robust_attacks ⭐ 519
Robust evasion attacks against neural network to find adversarial examples
most recent commit 2 years ago
Tensor_stream ⭐ 497
A ground-up and standalone reimplementation of TensorFlow for ruby. Comes with a pure ruby and OpenCL opcode evaluator
dependent packages 1total releases 39most recent commit 2 years agorubygems tensor_stream} Downloads
E3nn ⭐ 481
A modular framework for neural networks with Euclidean symmetry
most recent commit 18 hours ago
Torchgpipe ⭐ 479
A GPipe implementation in PyTorch
dependent packages 1total releases 9most recent commit 2 years agopypi torchgpipe} Downloads
Deepexplain ⭐ 471
A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)
most recent commit 2 years ago
Tenseal ⭐ 467
A library for doing homomorphic encryption operations on tensors
dependent packages 5total releases 28most recent commit 15 hours agopypi tenseal} Downloads
Diffsharp ⭐ 445
DiffSharp: Differentiable Functional Programming
dependent packages 1total releases 28most recent commit 3 months agonuget DiffSharp} Downloads
Torch.rb ⭐ 444
Deep learning for Ruby, powered by LibTorch
dependent packages 8total releases 46most recent commit 3 days agorubygems torch-rb} Downloads
Tensorflow White Paper Notes ⭐ 437
Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation
most recent commit 4 years ago
Hello_tf_c_api ⭐ 436
Neural Network TensorFlow C API
most recent commit 6 months ago
Sbnet ⭐ 423
Sparse Blocks Networks
most recent commit 4 years ago
Fastor ⭐ 418
A lightweight high performance tensor algebra framework for modern C++
most recent commit 3 months ago
Pytorch ⭐ 417
Python wrappers for torch and lua
most recent commit 5 years ago
Tullio.jl ⭐ 416
⅀
most recent commit 4 months ago
Norse ⭐ 408
Deep learning with spiking neural networks (SNNs) in PyTorch.
total releases 10most recent commit a month ago
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