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 3,288 13,271 1,440 550 Updated Nov 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 1,178 5,242 303 (2 issues need help) 90 Updated Nov 14, 2020

• PARL

  A high-performance distributed training framework for Reinforcement Learning

  reinforcement-learning parallelization large-scale
  Python Apache-2.0 373 1,595 26 (1 issue needs help) 4 Updated Nov 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
  C++ Apache-2.0 1,244 6,572 182 15 Updated Nov 14, 2020

• PaddleGAN

  PaddlePaddle GAN library and applications.

  generative-adversarial-network gan image-generation pix2pix super-resolution cyclegan first-order-motion-model
  Python 30 93 9 3 Updated Nov 13, 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 99 433 26 7 Updated Nov 13, 2020

• FluidDoc

  Documentations for PaddlePaddle

  documentation deep-learning paddlepaddle paddlepaddle-tutorials
  Shell 225 73 23 110 Updated Nov 13, 2020

• CINN

  a Compiler Infrastructure for Neural Networks
  C++ Apache-2.0 9 13 15 2 Updated Nov 13, 2020

• PaddleSeg

  End-to-End Image Segmentation Kits Based on PaddlePaddle. (『飞桨』图像分割开发套件）

  image-segmentation unet semantic-segmentation pspnet icnet deeplabv3 hrnet
  Python Apache-2.0 229 823 92 (3 issues need help) 3 Updated Nov 13, 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 75 346 11 5 Updated Nov 13, 2020

• benchmark
  Python 75 33 22 12 Updated Nov 13, 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 2,470 5,326 615 (4 issues need help) 269 Updated Nov 13, 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 71 244 31 7 Updated Nov 13, 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-2.0 511 1,829 190 (1 issue needs help) 33 Updated Nov 13, 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-2.0 115 595 69 23 Updated Nov 13, 2020

• PaddleRec

  大规模推荐模型训练工具
  Python Apache-2.0 67 294 32 5 Updated Nov 13, 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-2.0 152 713 81 6 Updated Nov 13, 2020

• paddle-ce-latest-kpis

  Paddle Continuous Evaluation, keep updating.
  Python 36 17 3 2 Updated Nov 13, 2020

• Knover

  Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle
  Python Apache-2.0 28 144 9 0 Updated Nov 13, 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 86 355 114 (5 issues need help) 18 Updated Nov 13, 2020

• Research

  novel deep learning research works with PaddlePaddle

  nlp data-mining computer-vision deep-learning knowledge-graph spatial-temporal
  Jupyter Notebook Apache-2.0 350 489 31 3 Updated Nov 13, 2020

• PaddleHub

  Toolkit for Pre-trained Model Application of PaddlePaddle（『飞桨』预训练模型应用工具 ）

  deep-learning transfer-learning pretrained-models paddlepaddle finetune autodl
  Python Apache-2.0 447 1,864 193 (1 issue needs help) 10 Updated Nov 13, 2020

• paddle2onnx

  PaddlePaddle to ONNX model converter

  converter paddlepaddle onnx
  Python Apache-2.0 24 79 36 7 Updated Nov 12, 2020

• community

  PaddlePaddle Developer Community
  Apache-2.0 1 4 0 3 Updated Nov 12, 2020

• Paddle-bot
  Python Apache-2.0 4 4 0 1 Updated Nov 12, 2020

• PaddleVideo
  Apache-2.0 2 6 0 0 Updated Nov 12, 2020

• paddle1to2

  upgrade paddle-1.x to paddle-2.0
  Python Apache-2.0 4 2 1 0 Updated Nov 12, 2020

• book

  Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）
  Jupyter Notebook 1,274 2,492 40 40 Updated Nov 11, 2020

• PaddleFL

  Federated Deep Learning in PaddlePaddle
  Python 49 166 9 4 Updated Nov 11, 2020

• DeepSpeech

  A PaddlePaddle implementation of DeepSpeech2 architecture for ASR.

  speech speech-recognition speech-to-text deep-speech
  Python Apache-2.0 343 1,071 247 5 Updated Nov 11, 2020