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ty2009137128's Projects

graphembeddingrecommendationsystem icon graphembeddingrecommendationsystem

Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.

interview_internal_reference icon interview_internal_reference

2019年最新总结,阿里,腾讯,百度,美团,头条等技术面试题目,以及答案,专家出题人分析汇总。

introduction-nlp icon introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记!业界良心之作,书中不是枯燥无味的公式罗列,而是用白话阐述的通俗易懂的算法模型。从基本概念出发,逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

jiagu icon jiagu

Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类

log-parser icon log-parser

一个基于Python和Flume的日志收集和解析系统

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

matchzoo icon matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

music_recommendation_2018 icon music_recommendation_2018

1.解析爬取到的Json歌单数据,并进行数据预处理。 2.基于Surprise推荐系统库,采用KNNBaseLine实现基于用户 的协同过滤歌曲推荐。3.借鉴Word2Vec算法**进行Song2Vec处理,实现基于物品的协同过滤歌曲推荐。 4.采用 TensorFlow实现基于LFM的歌曲推荐。

ocr_repo icon ocr_repo

文本检测、文本识别(cnn+ctc、crnn+ctc)

paddleocr icon paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (multilingual recognition: English, Chinese, Korean, Japanese, German, French etc. 3.5M practical ultra lightweight OCR system, support training and deployment among server, mobile, embedded and IoT devices)

pkuseg-python icon pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

siamesesentencesimilarity icon siamesesentencesimilarity

SiameseSentenceSimilarity,个人实现的基于Siamese bilstm模型的相似句子判定模型,提供训练数据集和测试数据集.

speczoo icon speczoo

Data-mining Based Expert Platform for the Spectral Inspection

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