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1,263 search results found

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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》)

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

Effectivetensorflow ⭐ 8,646

TensorFlow tutorials and best practices.

Torch7 ⭐ 8,505

http://torch.ch

Trax — Deep Learning with Clear Code and Speed

Einops ⭐ 7,548

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

NumPy & SciPy for GPU

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

Tensorboard ⭐ 6,458

TensorFlow's Visualization Toolkit

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

Visualdl ⭐ 4,652

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

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.

Flux.jl ⭐ 4,318

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

Torch2trt ⭐ 4,267

An easy to use PyTorch to TensorRT converter

Pytorch Examples ⭐ 4,170

Simple examples to introduce PyTorch

Cutlass ⭐ 3,776

CUDA Templates for Linear Algebra Subroutines

Tch Rs ⭐ 3,567

Rust bindings for the C++ api of PyTorch.

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.

Hummingbird ⭐ 3,268

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

Xtensor ⭐ 3,190

C++ tensors with broadcasting and lazy computing

Tensorflow_macos ⭐ 3,182

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

Librec ⭐ 3,113

LibRec: A Leading Java Library for Recommender Systems, see

TensorFlow Reinforcement Learning

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

Multi-dimensional arrays (tensors) and numerical definitions for Elixir

Audio ⭐ 2,321

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

Pytorch Nlp ⭐ 2,180

Basic Utilities for PyTorch Natural Language Processing (NLP)

Dataframe ⭐ 2,129

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

Awesome Tensor Compilers ⭐ 2,042

A list of awesome compiler projects and papers for tensor computation and deep learning.

Tensorcomprehensions ⭐ 1,746

A domain specific language to express machine learning workloads.

Llama2.mojo ⭐ 1,723

Inference Llama 2 in one file of pure 🔥

Pytorch Cpp ⭐ 1,710

C++ Implementation of PyTorch Tutorials for Everyone

Utensor ⭐ 1,607

TinyML AI inference library

Haskell ⭐ 1,540

Haskell bindings for TensorFlow

Tensornetwork ⭐ 1,528

A library for easy and efficient manipulation of tensor networks.

Deep learning in Rust, with shape checked tensors and neural networks

Mesh TensorFlow: Model Parallelism Made Easier

Tensorly ⭐ 1,466

TensorLy: Tensor Learning in Python.

Pytorch_scatter ⭐ 1,413

PyTorch Extension Library of Optimized Scatter Operations

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Effectivepytorch ⭐ 1,321

PyTorch tutorials and best practices.

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.

Numsharp ⭐ 1,256

High Performance Computation for N-D Tensors in .NET, similar API to NumPy.

Torchtyping ⭐ 1,249

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

Prettytensor ⭐ 1,241

Pretty Tensor: Fluent Networks in TensorFlow

Arraymancer ⭐ 1,177

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

Intel Extension For Pytorch ⭐ 1,161

A Python package for extending the official PyTorch that can easily obtain performance on Intel platform

Aesara ⭐ 1,122

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

Mshadow ⭐ 1,036

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

Awesome Latex Drawing ⭐ 1,015

Drawing Bayesian networks, graphical models, tensors, and technical frameworks and illustrations in LaTeX.

Transdim ⭐ 1,013

Machine learning for transportation data imputation and prediction.

Batchgenerators ⭐ 1,013

A framework for data augmentation for 2D and 3D image classification and segmentation

Torchsparse ⭐ 998

TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

Hasktorch ⭐ 995

Tensors and neural networks in Haskell

Grokking Pytorch ⭐ 969

The Hitchiker's Guide to PyTorch

Pytorch_sparse ⭐ 919

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

Pytorch_memlab ⭐ 904

Profiling and inspecting memory in pytorch

Tensorflow_scala ⭐ 897

TensorFlow API for the Scala Programming Language

Tiramisu ⭐ 872

A polyhedral compiler for expressing fast and portable data parallel algorithms

The Egison Programming Language

Torch Audiomentations ⭐ 823

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

A modular framework for neural networks with Euclidean symmetry

common in-memory tensor structure

Redisai ⭐ 799

A Redis module for serving tensors and executing deep learning graphs

Libxsmm ⭐ 789

Library for specialized dense and sparse matrix operations, and deep learning primitives.

Preciseroipooling ⭐ 757

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).

Tf_cnnvis ⭐ 742

CNN visualization tool in TensorFlow

Lrslibrary ⭐ 741

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

Autokernel ⭐ 724

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 ⭐ 684

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

Tenseal ⭐ 668

A library for doing homomorphic encryption operations on tensors

Torchsnooper ⭐ 666

Debug PyTorch code using PySnooper

Eagerpy ⭐ 645

PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code

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.

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Torch.rb ⭐ 599

Deep learning for Ruby, powered by LibTorch

Deep learning with spiking neural networks (SNNs) in PyTorch.

Node Tensorflow ⭐ 579

Node.js + TensorFlow

A lightweight high performance tensor algebra framework for modern C++

Executorch ⭐ 577

End-to-end solution for enabling on-device AI across mobile and edge devices for PyTorch models

Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).

Tullio.jl ⭐ 559

Speedtorch ⭐ 559

Library for faster pinned CPU <-> GPU transfer in Pytorch

Torchshow ⭐ 527

Visualize PyTorch tensors with a single line of code.

Diffsharp ⭐ 526

DiffSharp: Differentiable Functional Programming

Nn_robust_attacks ⭐ 519

Robust evasion attacks against neural network to find adversarial examples

Tensor_stream ⭐ 497

A ground-up and standalone reimplementation of TensorFlow for ruby. Comes with a pure ruby and OpenCL opcode evaluator

Torchgpipe ⭐ 479

A GPipe implementation in PyTorch

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)

Itensors.jl ⭐ 462

A Julia library for efficient tensor computations and tensor network calculations

R Interface to Torch

Visualkeras ⭐ 454

Visualkeras is a Python package to help visualize Keras (either standalone or included in TensorFlow) neural network architectures. It allows easy styling to fit most needs. This module supports layered style architecture generation which is great for CNNs (Convolutional Neural Networks), and a graph style architecture, which works great for most models including plain feed-forward networks.

Libonnx ⭐ 451

A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.

Go binding for Pytorch C++ API (libtorch)

Tensorflow White Paper Notes ⭐ 437

Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation

Hello_tf_c_api ⭐ 436

Neural Network TensorFlow C API

Rechorus ⭐ 434

“Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.

Multidim Positional Encoding ⭐ 429

An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow

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