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eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

eda_nlp_for_chinese

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

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

epidemic-sentence-pair

天池 疫情相似句对判定大赛 线上第一名方案

epidemictextmatch

天池大赛疫情文本挑战赛线上第三名方案分享

ernie

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

ernie-pytorch

ERNIE Pytorch Version

eva

eventtriplesextraction

An experiment and demo-level tool for text information extraction (event-triples extraction), which can be a route to the event chain and topic graph, 基于依存句法与语义角色标注的事件三元组抽取，可用于文本理解如文档主题链，事件线等应用。

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

faq-chatbot

a chatbot to replace the FAQ section

flashtext

Extract Keywords from sentence or Replace keywords in sentences.

flat-lattice-transformer

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

funcat

Using very simple code to compute indicator of stock\crytocurrency. For example, MA(C, 5) means average closed-price for last 5 days.

golden-horse

Named Entity Recognition for Chinese social media (Weibo). From EMNLP 2015 paper.

gpt2-chitchat

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI**)

gpu-learning

some awesome gpu-learning tutorial

graph-database-benchmark-cluster

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

hyponymyextraction

HyponymyExtraction and Graph based on KB Schema, Baike-kb and online text extract, 基于知识概念体系，百科知识库，以及在线搜索结构化方式的词语上下位抽取与可视化展示

ie-bert-cnn

一个关于百度2019语言与智能技术竞赛信息抽取 (http://lic2019.ccf.org.cn/kg) 模型, 模型采用BERT+CNN。DEMO地址 https://github.com/Wangpeiyi9979/InformationExtractionDemo

informationextractiondemo

一个关于百度2019语言与智能技术竞赛信息抽取 (http://lic2019.ccf.org.cn/kg) 的简单Demo， 模型采用BERT+CNN ( https://github.com/Wangpeiyi9979/IE-Bert-CNN )。 Demo使用Flask搭建

initialize

initialize my github

insuranceqa-corpus-zh

:helicopter: 保险行业语料库，聊天机器人

kg-2019

2019年百度的三元组抽取比赛，“科学空间队”源码

kgclue

KgCLUE: 大规模中文开源知识图谱问答

knowledgegraph_agriculture

农业领域知识图谱的构建，包括数据爬取(百度百科)、数据分类、利用结构化数据生成三元组、非结构化数据的分句(LTP)，分词(jieba)，命名实体识别(LTP)、基于依存句法分析(主谓关系等)的关系抽取和利用neo4j生成可视化知识图谱