PaddlePaddle

Repositories

• Contrib

  contribution works with PaddlePaddle from the third party developers
  Python Apache-2.0 16 10 3 9 Updated Jun 25, 2021

• 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 3,844 15,881 1,963 637 Updated Jun 25, 2021

• PaddleHub

  Awesome pre-trained models toolkit based on PaddlePaddle.(300+ 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 1,309 6,587 267 (4 issues need help) 9 Updated Jun 25, 2021

• PaddleX

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

  deep-neural-networks deployment detection neural-networks classification segmentation resnet
  Python Apache-2.0 394 1,925 232 16 Updated Jun 25, 2021

• PASSL
  Python Apache-2.0 6 17 0 2 Updated Jun 25, 2021

• PaddleNLP

  An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.

  nlp dataset transformer seq2seq pretrained-models embedding bert
  Python Apache-2.0 419 1,403 73 (3 issues need help) 9 Updated Jun 25, 2021

• PaddleOCR

  Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）

  ocr db crnn ocrlite chineseocr
  Python Apache-2.0 2,658 13,032 691 38 Updated Jun 25, 2021

• 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 1,290 5,601 438 (2 issues need help) 144 Updated Jun 25, 2021

• PaddleDetection

  Object detection and instance segmentation toolkit based on PaddlePaddle.

  ssd faster-rcnn face-detection object-detection multi-object-tracking instance-segmentation mask-rcnn
  Python Apache-2.0 1,043 4,255 396 (20 issues need help) 38 Updated Jun 25, 2021

• PaddleHelix

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

  machine-learning deeplearning representation-learning ppi rna-structure-prediction dti protein-folding
  Python Apache-2.0 38 267 0 0 Updated Jun 25, 2021

• benchmark
  Python 81 42 22 16 Updated Jun 25, 2021

• ERNIE

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

  nlp natural-language-processing bert language-understanding ernie
  Python Apache-2.0 985 4,241 23 0 Updated Jun 25, 2021

• 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-2.0 155 1,034 23 5 Updated Jun 25, 2021

• PARL

  A high-performance distributed training framework for Reinforcement Learning

  reinforcement-learning parallelization large-scale
  Python Apache-2.0 498 2,056 45 10 Updated Jun 25, 2021

• docs

  Documentations for PaddlePaddle

  documentation deep-learning paddlepaddle paddlepaddle-tutorials
  Python Apache-2.0 270 98 26 102 Updated Jun 25, 2021

• LiteKit

  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）
  Objective-C MIT 6 91 4 0 Updated Jun 25, 2021

• DeepSpeech

  A PaddlePaddle Speech to Text toolkit.

  speech transformer speech-recognition speech-to-text conformer deepspeech ngram-language-model
  Jupyter Notebook Apache-2.0 390 1,339 12 6 Updated Jun 25, 2021

• 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-2.0 158 745 116 46 Updated Jun 25, 2021

• PaddleClas

  A treasure chest for visual recognition powered by PaddlePaddle

  image-classification image-recognition pretrained-models knowledge-distillation product-recognition autoaugment cutmix
  Python Apache-2.0 407 1,944 98 11 Updated Jun 25, 2021

• CINN

  a Compiler Infrastructure for Neural Networks
  C++ Apache-2.0 14 21 15 8 Updated Jun 25, 2021

• paddle-ce-latest-kpis

  Paddle Continuous Evaluation, keep updating.
  Python 37 19 3 3 Updated Jun 25, 2021

• Parakeet

  PAddle PARAllel text-to-speech toolKIT (supporting WaveFlow, WaveNet, Transformer TTS and Tacotron2)

  text-to-speech deep-neural-networks tts speech-synthesis parakeet tacotron2 vocoders
  Python 47 336 32 4 Updated Jun 25, 2021

• 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-2.0 124 456 167 (13 issues need help) 13 Updated Jun 25, 2021

• PaddleFL

  Federated Deep Learning in PaddlePaddle
  C++ Apache-2.0 63 261 20 2 Updated Jun 25, 2021

• awesome-DeepLearning

  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

  nlp video reinforcement-learning detection cnn transformer gan
  Jupyter Notebook Apache-2.0 98 313 7 5 Updated Jun 25, 2021

• PaddleGAN

  PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on.

  resolution image-editing gan image-generation pix2pix super-resolution cyclegan
  Python Apache-2.0 557 3,494 53 10 Updated Jun 25, 2021

• Research

  novel deep learning research works with PaddlePaddle

  nlp data-mining computer-vision deep-learning knowledge-graph spatial-temporal
  Python Apache-2.0 527 828 60 8 Updated Jun 25, 2021

• 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 94 395 98 1 Updated Jun 25, 2021

• 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 2,704 6,005 649 (4 issues need help) 235 Updated Jun 24, 2021

• Paddle-Lite-Demo

  lib, demo, model, data
  Java Apache-2.0 106 245 33 3 Updated Jun 24, 2021