Discover PaddlePaddle/PaDiff Open Source project by @PaddlePaddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

38,354

Paddle

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)

21,619

PaddleHub

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

12,439

PaddleDetection

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

12,003

PaddleNLP

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

11,233

PaddleSpeech

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

10,060

PaddleSeg

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

8,188

PaddleGAN

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

7,661

models

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）

6,868

Paddle-Lite

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

6,839

ERNIE

A treasure chest for visual classification and recognition powered by PaddlePaddle

6,162

PaddleClas

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

5,244

VisualDL

HTML

4,716

PaddleX

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

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

4,564

PaddleRec

A high-performance distributed training framework for Reinforcement Learning

4,077

PARL

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

3,182

awesome-DeepLearning

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

2,752

book

⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.

2,728

FastDeploy

novel deep learning research works with PaddlePaddle

2,695

Research

Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle

1,694

PGL

PaddleSlim is an open-source library for deep model compression and architecture search.

1,558

PaddleSlim

Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection.

1,507

PaddleVideo

Paddle.js is a web project for Baidu PaddlePaddle, which is an open source deep learning framework running in the browser. Paddle.js can either load a pre-trained model, or transforming a model from paddle-hub with model transforming tools provided by Paddle.js. It could run in every browser with WebGL/WebGPU/WebAssembly supported. It could also run in Baidu Smartprogram and WX miniprogram.

1,392

Paddle.js

JavaScript

928

Serving

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

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

869

PaddleHelix

🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.

784

RocketQA

Deep learning model converter for PaddlePaddle. (『飞桨』深度学习模型转换工具)

742

X2Paddle

Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle

713

Knover

670

Paddle-Lite-Demo

lib, demo, model, data

ONNX Model Exporter for PaddlePaddle

640

Paddle2ONNX

PAddle PARAllel text-to-speech toolKIT (supporting Tacotron2, Transformer TTS, FastSpeech2/FastPitch, SpeedySpeech, WaveFlow and Parallel WaveGAN)

637

Parakeet

FlyCV is a high-performance library for processing computer visual tasks.

599

FlyCV

High performance Cross-platform Inference-engine, you could run Anakin on x86-cpu,arm, nv-gpu, amd-gpu,bitmain and cambricon devices.

560

Anakin

A 3D computer vision development toolkit based on PaddlePaddle. It supports point-cloud object detection, segmentation, and monocular 3D object detection models.

530

Paddle3D

Quantum

PaddleYOLO

🚀🚀🚀 YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOX, YOLOv5u, YOLOv7u, YOLOv6Lite, RTMDet and so on. 🚀🚀🚀

Federated Deep Learning in PaddlePaddle

500

PaddleFL

VIMER

PaddleTS

Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.

飞桨大模型开发套件，提供大语言模型、跨模态大模型、生物计算大模型等领域的全流程开发工具链。

444

PaddleFleetX

Awesome Remote Sensing Toolkit based on PaddlePaddle.

417

PaddleRS

PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.

330

PaddleSpatial

GLSL

316

PaddleCloud

PaddlePaddle Docker images and K8s operators for PaddleOCR/Detection developers to use on public/private cloud.

279

ERNIE-SDK

ERNIE Bot Agent is a Large Language Model (LLM) Agent Framework, powered by the advanced capabilities of ERNIE Bot and the platform resources of Baidu AI Studio.

Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.

274

MetaGym

PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，simsiam, SwAV, BEiT，MAE 等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法

267

PASSL

PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.

257

PaddleScience

Documentations for PaddlePaddle

234

docs

InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。

230

InterpretDL

226

Paddle-Inference-Demo

PaddleRobotics is an open-source algorithm library for robots based on Paddle, including open-source parts such as human-robot interaction, complex motion control, environment perception, SLAM positioning, and navigation.

223

PaddleRobotics

Paddle Multimodal Integration and eXploration, supporting mainstream multi-modal tasks, including end-to-end large-scale multi-modal pretrain models and diffusion model toolbox. Equipped with high performance and flexibility.

210

PaddleMIX

TrustAI

ElasticCTR

PALM

a Fast, Flexible, Extensible and Easy-to-use NLP Large-scale Pretraining and Multi-task Learning Framework.

AutoDL

PLSC

Paddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, Swin, DeiT, CaiT, FaceViT, MoCo, MAE, ConvMAE, CAE.

Compiler Infrastructure for Neural Networks

142

CINN

Off-The-Shelf AI Development Kit for APP Developers based on Paddle Lite （『飞桨』移动端开箱即用AI套件, 包含Java & Objective C接口支持）

139

LiteKit

Objective-C

131

PaddleFlow

104

PaddleDTX

Paddle with Decentralized Trust based on Xuperchain

PaddleSports

A C++/Python simulator package for reinforcement learning

XWorld

hapi is a High-level API that supports both static and dynamic execution modes

hapi

benchmark

PaddleSleeve

Embedded and Mobile Deployment

Mobile

PaddlePaddle Developer Community

community

Code Convert to PaddlePaddle Toolkit

PaConvert

PaddleDepth

PaddlePaddle custom device implementaion. (『飞桨』自定义硬件接入实现)

PaddleCustomDevice

PaddlePaddle.org is the repository for the website of the PaddlePaddle open source project.

PaddlePaddle.org

CSS

PaddleTest

PaddlePaddle TestSuite

EasyData

Easy & Effective Application Framework for PaddlePaddle

epep

Paddle Continuous Evaluation, keep updating.

paddle-ce-latest-kpis

VisionTools

contribution works with PaddlePaddle from the third party developers

Contrib

Take neural networks as APIs for human-like AI.

PaddleCraft

PaddleTransfer

飞桨迁移学习算法库

An implementation of the RecordIO file format.

recordio

continuous_evaluation

Macro Continuous Evaluation Platform for Paddle.

Perf

Paddle-bot

examples

continuous_integration

tape

A Bytecode level Implementation of Symbolic OpCode Translator For PaddlePaddle

PaddleSOT

upgrade paddle-1.x to paddle-2.0

paddle_upgrade_tool

Legacy Repo only for PaddlePaddle with version <= 1.3

talks

Shell

CLA

any