jjwangnlp

Aspect-Based-Sentiment-Analysis

A paper list for aspect based sentiment analysis.

Pre-trained-Models

预训练语言模型综述

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

AutoDL

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

awesome-Face_Recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

bert4keras

light reimplement of bert for keras

Chinese-ELECTRA

Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

CLUE

中文任务基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

COVID-Dialogue

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

DeepLearningInMedicalImagingAndMedicalImageAnalysis

DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs

dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

fitlog

fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具

HERO

Research code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"

InterpretableMLBook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

Joint-Contrastive-Learning

KDD_WinnieTheBest

KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall first place

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

mixehr

nlp-paper

NLP Paper

Pro-GNN

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

SelfTask-GNN

Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"

Senta

Baidu's open-source Sentiment Analysis System.

simclr

SimCLR - A Simple Framework for Contrastive Learning of Visual Representations

TwASP

unilm

UniLM - Unified Language Model Pre-training / Pre-training for NLP and Beyond

WMSeg

xfer

Transfer Learning library for Deep Neural Networks.