libertatis

GNN-algorithms

图神经网络相关算法详述及实现

MRC-based-Chinese-Opinion-Target-Extraction

Implementation of Chinese Opinion Target Extraction based on Extractive MRC framework

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

benchmarking-gnns

Repository for benchmarking graph neural networks

byterun

A Python implementation of a Python bytecode runner

DeepLearningSystem

Deep Learning System core principles introduction.

fairscale

PyTorch extensions for high performance and large scale training.

FreeLB

Adversarial Training for Natural Language Understanding

GraphGallery

GraphGallery is a gallery of state-of-the-art Graph Neural Networks (GNNs) for TensorFlow 2.x and PyTorch.

libertatis

machine-reading-comprehension-datasets

Machine Reading Comprehension Datasets collections (2013 - 2019?)

MatrixSlow

A simple deep learning framework in pure python for purpose of learning in DL

mc_gradients

mkdocs-material

Documentation that simply works

MRQA-Shared-Task-2019

Resources for the MRQA 2019 Shared Task

nlpaug

Data augmentation for NLP

openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version

OpenPrompt

An Open-Source Framework for Prompt-Learning.

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）

PaddleNLP

NLP Core Library and Model Zoo based on PaddlePaddle 2.0

PaddleNLP-Learning

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)

PaddleViT

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

paper-reading

深度学习经典、新论文逐段精读

PARL

A high-performance distributed training framework for Reinforcement Learning

qianyan

千言数据集竞赛

Regex

An implementation of regular expressions for Python that uses a finite state automaton（正则引擎的Python实现，包括从NFA到DFA和DFA的最小化）

Research

novel deep learning research works with PaddlePaddle

vdp

💧 Versatile Data Pipeline (VDP) is an open-source tool to seamlessly integrate AI for unstructured data into the modern data stack

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch