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Company: Tongji University
Location: Shanghai, China
Type: User
Company: Tongji University
Location: Shanghai, China
汉语自然语言处理视频教程-开源学习资料
TensorFlow code and pre-trained models for BERT
homework of Larry Shen
C45 and ANN algorithm on Iris dataset
A list of contrastive Learning papers
tongji database course design
course design of data structure, programmed with QT/C++
A collection of various deep learning architectures, models, and tips
一个简单的教务系统
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation, SIGIR 2020
Code of HieRec published in ACL 2021.
This repository collects recent top papers about knowledge graph based recommendations. We will keep updating the paper list weekly.
The PyTorch implementation of LightGCN
Comparing keras, pytorch and gluon using neural collaborative filtering
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识,包括面试题,各种基础知识,工程能力等等,提升核心竞争力
Tutorial on training, evaluating LLM, as well as utilizing RAG, Agent, Chain to build entertaining applications with LLMs.分享如何训练、评估LLMs,如何基于RAG、Agent、Chain构建有趣的LLMs应用。
A recommender system in PyTorch from scratch.
a tools set for using pre-train model to gen vector of sentence or doc
This is officail code for "Session-aware Linear Item-Item Models for Session-based Recommendation"
近年来,随着微信、微博、市长信箱、阳光热线等网络问政平台逐步成为政府了解民意、汇聚民智、凝聚民气的重要渠道,各类社情民意相关的文本数据量不断攀升,给以往主要依靠人工来进行留言划分和热点整理的相关部门的工作带来了极大挑战。同时,随着大数据技术的发展,建立基于自然语言处理技术的智慧政务系统已经是社会治理创新发展的新趋势,对提升政府的管理水平和施政效率具有极大的推动作用。 本文针对“智慧政务”中的居民投诉建议文本评论数据,基于向量空间模型算法提取了文本关键词并我们采用了多种机器学习分类模型进行测试,从最终得到线性支持向量回归算法相对较优的结果,F1-Score评价指标达0.86。 在挖掘热点问题的前期处理上,使用了余弦相似度计算整理出文本相似的同类主题并加以筛选,通过在SPSS中建立基于因子分析法的热度评价指标模型,给出得分前五的主题样本作为Top5热点问题,分析比较了相关类问题的热度体现在各个指标上的具体表现。 为建立留言的答复意见的评价体系,我们定义了相关性、完整性、可解释性和及时性四个指标。答复意见和留言详情相关性的计算是基于LDA主题模型的中文编辑距离得到的,另外答复意见的可解释性使用了哈工大中文篇章关系的关联词表以及自定义的可解释性词典来判别。通过将这四项指标的得分相加得到某条答复意见的综合评分,分数越高,该答复的质量就越高,从而为决策者提供一个较为清晰完善的参考意见。
系统的介绍如何搭建一个完整的文本分类系统,包括数据预处理、主要方法的原理介绍和实现细节、实验结果与分析、网页Demo的构建以及项目文件的组织方式。项目的原理和处理细节可以查看我的博客专栏:https://blog.csdn.net/sdu_hao/category_9286495.html
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.