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136 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.

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)

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

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）

Flux.jl ⭐ 4,318

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

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.

Pytorch Nlp ⭐ 2,180

Basic Utilities for PyTorch Natural Language Processing (NLP)

Awesome Tensor Compilers ⭐ 2,042

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

Utensor ⭐ 1,607

TinyML AI inference library

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

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.

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

Mshadow ⭐ 1,036

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

Grokking Pytorch ⭐ 969

The Hitchiker's Guide to PyTorch

Tensorflow_scala ⭐ 897

TensorFlow API for the Scala Programming Language

Torch Audiomentations ⭐ 823

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

common in-memory tensor structure

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。

Tenseal ⭐ 668

A library for doing homomorphic encryption operations on tensors

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

Executorch ⭐ 577

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

Diffsharp ⭐ 526

DiffSharp: Differentiable Functional Programming

Torchgpipe ⭐ 479

A GPipe implementation in PyTorch

R Interface to Torch

Libonnx ⭐ 451

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

Go binding for Pytorch C++ API (libtorch)

Hello_tf_c_api ⭐ 436

Neural Network TensorFlow C API

Multidim Positional Encoding ⭐ 429

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

Rust Autograd ⭐ 413

Tensors and differentiable operations (like TensorFlow) in Rust

Deep Diamond ⭐ 404

A fast Clojure Tensor & Deep Learning library

Sugartensor ⭐ 377

A slim tensorflow wrapper that provides syntactic sugar for tensor variables. This library will be helpful for practical deep learning researchers not beginners.

Ocaml Torch ⭐ 376

OCaml bindings for PyTorch

Torchcde ⭐ 361

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

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.

Tensorly Notebooks ⭐ 340

Tensor methods in Python with TensorLy

package tensor provides efficient and generic n-dimensional arrays in Go that are useful for machine learning and deep learning purposes

Thinking In Tensors Writing In Pytorch ⭐ 308

Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)

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

Experimental typed deep learning

Verisilicon Tensor Interface Module

Pytorch Tensor Decompositions ⭐ 202

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.

Seq2seqsharp ⭐ 188

Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images and so on.

numsca is numpy for scala

Tvm Vta ⭐ 170

Open, Modular, Deep Learning Accelerator

Di Treetensor ⭐ 169

Let DI-treetensor help you simplify the structure processing!（树形运算一不小心就逻辑混乱？DI-treetensor快速帮你搞定）

Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)

Drop-in autodiff for NumPy.

Perfect Tensorflow ⭐ 161

TensorFlow C API Class Wrapper in Server Side Swift.

Sagemaker Debugger ⭐ 155

Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors

L1: Tensor Studio — The playground for tensors

The V Tensor Library

Onnx Scala ⭐ 134

An ONNX (Open Neural Network eXchange) API and backend for typeful, functional deep learning and classical machine learning in Scala 3

Pytorch_convolutional_rnn ⭐ 124

PyTorch implementation of Convolutional Recurrent Neural Network

Rwkvstic ⭐ 121

Framework agnostic python runtime for RWKV models

Pytorch Extension ⭐ 120

an example of a CUDA extension for PyTorch using CuPy which computes the Hadamard product of two tensors

Java Machine Learning ⭐ 119

Deep learning library for Java, with fully connected, convolutional, and recurrent layers. Also features many gradient descent optimization algorithms.

Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration

Understanding Pytorch Batching Lstm ⭐ 118

Understanding and visualizing PyTorch Batching with LSTM

Avro2tf ⭐ 117

Avro2TF is designed to fill the gap of making users' training data ready to be consumed by deep learning training frameworks.

Machine Learning Demystified ⭐ 114

A weekly workshop series at ITP to teach machine learning with a focus on deep learning

Sat2graph ⭐ 112

Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding

Autoray ⭐ 106

Abstract your array operations.

WICWIU(What I can Create is What I Understand)

Weight initialisation schemes for Torch7 neural network modules

Collection of Docker images for ML/DL and video processing projects

GPU accelerated deep learning and numeric computing for Scala 3.

Ml Pyxis ⭐ 87

Tool for reading and writing datasets of tensors in a Lightning Memory-Mapped Database (LMDB). Designed to manage machine learning datasets with fast reading speeds.

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

Deep.Net machine learning framework for F#

Matorage ⭐ 72

Matorage is tensor(multidimensional matrix) object storage manager for deep learning framework(Pytorch, Tensorflow V2, Keras)

Pytorch Learners Tutorial ⭐ 71

PyTorch tutorial for learners

Exprgrad ⭐ 70

An experimental deep learning framework for Nim based on a differentiable array programming language

Keras for Science

Siammaskcpp ⭐ 66

C++ Implementation of SiamMask

Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux

Pocket Tensor ⭐ 63

Run Keras models from a C++ application on embedded devices

PyTorch bindings for R

State of the Art Neural Networks for Deep Learning

Deep learning for spiking neural networks

An unofficial Tensorflow implementation of the DSNT layer, as taken from the paper "Numerical Coordinate Regression with Convolutional Neural Networks".

Puzzlelib ⭐ 57

Deep Learning framework with NVIDIA & AMD support

Pytorch Alpine ⭐ 52

A very small PyTorch container in Alpine Linux

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch

Deep Tensor Neural Network

PyProf2: PyTorch Profiling tool

Utensor_cgen ⭐ 48

C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/

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