yuzhiw Goto Github PK

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

knowledge_graph_demo

This is a demo for a simple knowledge graph.

knowledgegraphembedding

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

listed-company-news-crawl-and-text-analysis

从新浪财经、每经网、金融界、**证券网、证券时报网上，爬取上市公司（个股）的历史新闻文本数据进行文本分析、提取特征集，然后利用SVM、随机森林等分类器进行训练，最后对实施抓取的新闻数据进行分类预测

mychinesener

neural-collaborative-filtering

pytorch version of neural collaborative filtering

news_scrapy

使用scrapy的新闻爬虫

newsfeed

A pipeline for crawling of RSS feeds and the associated content. Demo at newsfeed.ijs.si.

nlp-projects

text preprocess, word2vec, sentence2vec, text classification (includes sentiment analysis), Chinese word segmentation, Hidden Markov Model, CRFs, named entity recognition, knowledge graph, dialog system, machine reading comprehension, pretraining language model (i.e., BERT, ELMo, GPT)

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nnclf

神经网络分类器，PyTorch实现

open-entity-relation-extraction

Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.

pandas-cookbook

Recipes for using Python's pandas library

paperreading

论文阅读以及笔记

personrelationknowledgegraph

ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远程监督与bootstrapping方法的人物关系抽取,基于知识图谱的知识问答等应用。

python_example

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch_realtime_multi-person_pose_estimation

pytorchtext

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

qasystemonmediakg

query-video-summary

Code and demos for our paper at ACM MM 2017

re

关系抽取实验

recommendersystem-paper

This repository includes some papers that I have read or which I think may be very interesting.

ripplenet

seewojiaoyupachong

self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

short-text-classification

SVM, FastText, TextCNN, BiGRU, CNN-BiGRU在短分本分类上的对比