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kevin's Projects

ltp_python_interface icon ltp_python_interface

根据自己搭的 LTP 服务器,实现:分词、词性标注、命名实体识别、依存句法分析、语义角色标、命名实体的抽取:人名,地名,机构名、三元组的抽取:主谓宾,动宾关系,介宾关系,(实体1,关系,实体2)

news_sentiment icon news_sentiment

计算新闻文本类情感分析(采用TF-IDF,余弦距离,情感依存等算法)

one-python-craftsman icon one-python-craftsman

来自一位 Pythonista 的编程经验分享,内容涵盖编码技巧、最佳实践与思维模式等方面。

openne icon openne

An Open-Source Package for Network Embedding (NE)

opennre icon opennre

Neural Relation Extraction implemented in TensorFlow

paddle_youtube icon paddle_youtube

使用百度Paddle框架进行视频分类算法NeXtVLAD视频分类模型。

pyhanlp icon pyhanlp

自然语言处理工具包HanLP的Python接口

pyltp icon pyltp

哈工大语言技术平台(LTP)pyltp: the python extension for LTP

pytorchtext icon 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)

scrape_news icon scrape_news

using python Scrapy framework, do multiprocess scrape news

sinaspider icon sinaspider

动态IP解决新浪的反爬虫机制,快速抓取内容。

statistical-leanring-method icon statistical-leanring-method

参考学习项目:https://github.com/fengdu78/lihang-code 的学习笔记。添加详细的代码注释和统计模型及算法的理解。

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

team-learning-rs icon team-learning-rs

主要存储Datawhale组队学习中“推荐系统”方向的资料。

textclassification icon textclassification

Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

textinfoexp icon textinfoexp

自然语言处理实验(sougou数据集),TF-IDF,文本分类、聚类,word2vec训练词向量、文档摘要、情感识别、关系抽取。

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