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443 search results found

Tensorflow ⭐ 180,196

An Open Source Machine Learning Framework for Everyone

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Real Time Voice Cloning ⭐ 49,550

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Deepspeed ⭐ 32,358

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Fastai ⭐ 25,112

The fastai deep learning library

Pytorch Handbook ⭐ 18,594

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友

The Unified AI Framework

Dive Into Dl Pytorch ⭐ 13,747

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Deeplearning4j ⭐ 13,397

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

Onnxruntime ⭐ 11,668

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

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

Turicreate ⭐ 11,102

Turi Create simplifies the development of custom machine learning models.

Yolov3 ⭐ 9,865

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Server ⭐ 7,321

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

H2o 3 ⭐ 6,618

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Chainer ⭐ 5,862

A flexible framework of neural networks for deep learning

Xlnet ⭐ 5,709

XLNet: Generalized Autoregressive Pretraining for Language Understanding

Nanodet ⭐ 5,416

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Skypilot ⭐ 4,975

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.

Keras Js ⭐ 4,879

Run Keras models in the browser, with GPU support using WebGL

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

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

Paddlex ⭐ 4,510

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

Digits ⭐ 4,047

Deep Learning GPU Training System

Serve ⭐ 3,844

Serve, optimize and scale PyTorch models in production

Cutlass ⭐ 3,776

CUDA Templates for Linear Algebra Subroutines

Dive Into Dl Tensorflow2.0 ⭐ 3,588

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

Pytorch Forecasting ⭐ 3,439

Time series forecasting with PyTorch

Adanet ⭐ 3,309

Fast and flexible AutoML with learning guarantees.

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Tiny Cuda Nn ⭐ 3,090

Lightning fast C++/CUDA neural network framework

Jittor ⭐ 2,980

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

Deep Learning Keras Tensorflow ⭐ 2,863

Introduction to Deep Neural Networks with Keras and Tensorflow

A tensorflow implementation of EAST text detector

Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）

Deepdetect ⭐ 2,492

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Miles Deep ⭐ 2,451

Deep Learning Porn Video Classifier/Editor with Caffe

Ctranslate2 ⭐ 2,437

Fast inference engine for Transformer models

Decanlp ⭐ 2,330

The Natural Language Decathlon: A Multitask Challenge for NLP

Deepdreamvideo ⭐ 2,095

implementing deep dream on video

Deepmosaics ⭐ 1,697

Automatically remove the mosaics in images and videos, or add mosaics to them.

Addons ⭐ 1,674

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

Torchrec ⭐ 1,639

Pytorch domain library for recommendation systems

Darknet_ros ⭐ 1,610

YOLO ROS: Real-Time Object Detection for ROS

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

Efficient_densenet_pytorch ⭐ 1,462

A memory-efficient implementation of DenseNets

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Deeprecommender ⭐ 1,457

Deep learning for recommender systems

Hyperlearn ⭐ 1,387

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

Kotlindl ⭐ 1,382

High-level Deep Learning Framework written in Kotlin and inspired by Keras

Torchsde ⭐ 1,357

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

Mocha.jl ⭐ 1,236

Deep Learning framework for Julia

Neuralnetworks ⭐ 1,224

java deep learning algorithms and deep neural networks with gpu acceleration

Hebel ⭐ 1,181

GPU-Accelerated Deep Learning Library in Python

Transformerengine ⭐ 1,172

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

Cakechat ⭐ 1,169

CakeChat: Emotional Generative Dialog System

Free Offline OCR 离线的中文文本检测+识别SDK

Yolo 9000 ⭐ 1,057

YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!

Mshadow ⭐ 1,036

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

Nvtabular ⭐ 1,006

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

Grokking Pytorch ⭐ 969

The Hitchiker's Guide to PyTorch

TVM Documentation in Chinese Simplified / TVM 中文文档

Service Streamer ⭐ 860

Boosting your Web Services of Deep Learning Applications.

Serving ⭐ 834

A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）

Leptonai ⭐ 792

A Pythonic framework to simplify AI service building

Machine learning framework for both deep learning and traditional algorithms

Kubernetes Gpu Guide ⭐ 714

This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.

Person_search ⭐ 709

Joint Detection and Identification Feature Learning for Person Search

High-performance Vision library in Python. Scale your research, not boilerplate.

Kymatio ⭐ 691

Wavelet scattering transforms in Python with GPU acceleration

[内测中]QPT - 致力于让开源项目更好通往互联网世界的Python to EXE工具（Python打包）。

Polyrnn Pp ⭐ 674

Inference Code for Polygon-RNN++ (CVPR 2018)

Deep Learning In Cloud ⭐ 670

List of Deep Learning Cloud Providers

Deep Learning Wizard ⭐ 664

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine

Keras Attention ⭐ 656

Visualizing RNNs using the attention mechanism

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

Intro To Dl ⭐ 637

Resources for "Introduction to Deep Learning" course.

Reversi Alpha Zero ⭐ 634

Reversi reinforcement learning by AlphaGo Zero methods.

Bmw Yolov4 Training Automation ⭐ 630

This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset or label your dataset using our BMW-LabelTool-Lite and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. NoCode training with YOLOv4 and YOLOV3 has never been so easy.

Pytriton ⭐ 611

PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.

Trainyourownyolo ⭐ 609

Train a state-of-the-art yolov3 object detector from scratch!

Torch.rb ⭐ 599

Deep learning for Ruby, powered by LibTorch

A simple, high level, easy to use, open source Computer Vision library for Python.

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

Executorch ⭐ 577

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

Async_deep_reinforce ⭐ 560

Asynchronous Methods for Deep Reinforcement Learning

Dreamplace ⭐ 560

Deep learning toolkit-enabled VLSI placement

Fchd Fully Convolutional Head Detector ⭐ 560

Code for FCHD - A fast and accurate head detector

Chinesechess Alphazero ⭐ 542

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

Diffsharp ⭐ 526

DiffSharp: Differentiable Functional Programming

GPU-accelerated Deep Learning on Windows 10 native

Training deep learning models on AWS and GCP instances

Forward ⭐ 491

A library for high performance deep learning inference on NVIDIA GPUs.

Gpubootcamp ⭐ 479

This repository consists for gpu bootcamp material for HPC and AI

Regl Cnn ⭐ 475

Digit recognition with Convolutional Neural Networks in WebGL

Dnabert ⭐ 471

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

Openlongtailrecognition Oltr ⭐ 462

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

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