zhou jialin's repositories
data-centric-AI
A curated, but incomplete, list of data-centric AI resources.
SynapseML
Simple and Distributed Machine Learning
AutoGL
An autoML framework & toolkit for machine learning on graphs.
GraphScope
GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2020
djl
An Engine-Agnostic Deep Learning Framework in Java
algo-zh
结构化算法刷题训练指南
liuhuanyong.github.io
面向中文自然语言处理的六十余类实践项目及学习索引，涵盖语言资源构建、社会计算、自然语言处理组件、知识图谱、事理图谱、知识抽取、情感分析、深度学习等几个学习主题。包括作者个人简介、学习心得、语言资源、工业落地系统等，是供自然语言处理入门学习者的一个较为全面的学习资源，欢迎大家使用，并提出批评意见。
OpenNRE
An Open-Source Package for Neural Relation Extraction (NRE)
pretrained-models
Open Language Pre-trained Model Zoo
deepke
基于深度学习的开源中文关系抽取框架
Entity-Relation-Extraction
Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019
SongNet
Code for ACL 2020 paper "Rigid Formats Controlled Text Generation"：https://arxiv.org/abs/2004.08022
spark
Apache Spark - A unified analytics engine for large-scale data processing
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
graph-learn
graph-learn
DGFraud
A Deep Graph-based Toolbox for Fraud Detection
graph-fraud-detection-papers
A curated list of fraud detection papers using graph information or graph neural networks
Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
GPT2-Chinese
Chinese version of GPT2 training code, using BERT tokenizer.
MIDAS
Real-Time Streaming Anomaly Detection in Dynamic Graphs
awesome-text-generation
A curated list of recent models of text generation and application
entity_relation_extraction
基于依存分析的实体关系抽取简单实现，即抽取事实三元组
BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
EntityExtract
基于Bert模型的关系抽取和实体识别、Entity Extraction and Relation Extract using Bert
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
easy-bert
A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
euler
A distributed graph deep learning framework.
plato
腾讯高性能图计算框架Plato