PaddlePaddle

Repositories

• Paddle

  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）

  python machine-learning deep-learning neural-network scalability efficiency paddlepaddle
  Python Apache-2.0 3,359 13,547 1,718 576 Updated Dec 14, 2020

• PARL

  A high-performance distributed training framework for Reinforcement Learning

  reinforcement-learning parallelization large-scale
  Python Apache-2.0 398 1,718 34 (1 issue needs help) 10 Updated Dec 15, 2020

• FluidDoc

  Documentations for PaddlePaddle

  documentation deep-learning paddlepaddle paddlepaddle-tutorials
  Shell 235 75 23 103 Updated Dec 15, 2020

• PaddleHub

  Awesome pre-trained models toolkit based on PaddlePaddle.（180+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment)

  nlp awesome deep-learning model vision pre-trained paddlehub
  Python Apache-2.0 913 4,057 232 (5 issues need help) 1 Updated Dec 14, 2020

• models

  Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

  natural-language-processing computer-vision deep-learning neural-network speech recommendation paddlepaddle
  Python Apache-2.0 2,524 5,466 630 (4 issues need help) 261 Updated Dec 15, 2020

• FleetX

  Paddle Distributed Training Extended. 飞桨分布式训练扩展包

  benchmark cloud lightning elastic unsupervised-learning large-scale data-parallelism
  Shell Apache-2.0 56 185 46 12 Updated Dec 14, 2020

• PaddleRec

  大规模推荐模型训练工具
  Python Apache-2.0 81 347 35 9 Updated Dec 14, 2020

• book

  Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）
  Jupyter Notebook 1,292 2,519 41 42 Updated Dec 14, 2020

• Contrib

  contribution works with PaddlePaddle from the third party developers
  Python Apache-2.0 12 6 3 10 Updated Dec 14, 2020

• PaddleDetection

  Object detection and instance segmentation toolkit based on PaddlePaddle.

  ssd faster-rcnn face-detection object-detection instance-segmentation mask-rcnn retinanet
  Python Apache-2.0 563 2,005 249 (1 issue needs help) 27 Updated Dec 14, 2020

• PaddleClas

  A treasure chest for image classification powered by PaddlePaddle

  model-zoo image-classification knowledge-distillation data-augmentation mixup xception autoaugment
  Python Apache-2.0 116 477 32 5 Updated Dec 14, 2020

• Paddle-Lite

  Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎）

  arm mobile embedded fpga deep-learning neural-network mali
  C++ Apache-2.0 1,201 5,299 320 (2 issues need help) 115 Updated Dec 14, 2020

• PaddleGAN

  PaddlePaddle GAN library and applications.

  generative-adversarial-network gan image-generation pix2pix super-resolution cyclegan first-order-motion-model
  Python 60 316 12 6 Updated Dec 14, 2020

• PaddleOCR

  Awesome multilingual OCR toolkits based on PaddlePaddle （multilingual recognition: English, Chinese, Korean, Japanese, German, French etc. 3.5M practical ultra lightweight OCR system, support training and deployment among server, mobile, embedded and IoT devices）

  ocr db crnn ocrlite chineseocr
  Python Apache-2.0 1,408 7,154 207 17 Updated Dec 14, 2020

• PaddleSlim

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

  pruning quantization nas knowledge-distillation model-compression neural-architecture-search hyperparameter-search
  Python Apache-2.0 119 613 77 22 Updated Dec 14, 2020

• benchmark
  Python 78 35 22 14 Updated Dec 14, 2020

• PaddleHelix

  Bio-Computing Platform featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
  C++ Apache-2.0 7 15 0 1 Updated Dec 14, 2020

• community

  PaddlePaddle Developer Community
  Apache-2.0 4 10 0 0 Updated Dec 14, 2020

• Paddle2ONNX

  PaddlePaddle to ONNX model converter

  export converter detection paddlepaddle onnx
  Python Apache-2.0 27 115 41 7 Updated Dec 14, 2020

• PaddleX

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

  detection classification segmentation resnet unet paddlepaddle mobilenet
  Python Apache-2.0 189 961 94 5 Updated Dec 14, 2020

• continuous_integration
  Python Apache-2.0 7 4 0 8 Updated Dec 14, 2020

• Serving

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

  python docker deep-learning pipeline gpu prediction micro-service
  C++ Apache-2.0 89 361 122 (5 issues need help) 10 Updated Dec 14, 2020

• Paddle-Inference-Demo
  CMake Apache-2.0 22 33 12 2 Updated Dec 14, 2020

• CINN

  a Compiler Infrastructure for Neural Networks
  C++ Apache-2.0 10 13 15 3 Updated Dec 14, 2020

• VisualDL

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

  visualization caffe deep-learning paddlepaddle onnx
  TypeScript Apache-2.0 429 3,022 19 2 Updated Dec 14, 2020

• PaddleFL

  Federated Deep Learning in PaddlePaddle
  C++ Apache-2.0 55 180 11 4 Updated Dec 14, 2020

• PaddleSeg

  End-to-end image segmentation kit based on PaddlePaddle.

  image-segmentation unet semantic-segmentation pspnet icnet deeplabv3 hrnet
  Python Apache-2.0 255 929 127 (3 issues need help) 4 Updated Dec 14, 2020

• PaddleVideo
  Python Apache-2.0 5 15 0 3 Updated Dec 14, 2020

• PGL

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

  graph metapath graph-learning graph-neural-network heterogeneous-graph-learning
  Python Apache-2.0 109 839 9 4 Updated Dec 14, 2020

• X2Paddle

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

  caffe tensorflow pytorch paddlepaddle onnx model-converter x2paddle-model-zoo
  Python Apache-2.0 77 278 35 5 Updated Dec 14, 2020