kuangzhou Goto Github PK

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

adv-r

Advanced R programming: a book

amcs

Source code and experimental results of AMCS

beautiful-visualization-with-r

《R语言数据可视化之美》配套代码

belief-r-package

R Package to handle generic belief functions (on finite sets)

bft

Belief functions theory (Dempster-Shafer theory) implementation in C++

causal-autoencoder-cae-

Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)

chatgpt_academic

科研工作专用ChatGPT/GLM拓展，特别优化学术Paper润色体验，模块化设计支持自定义快捷按钮&函数插件，支持代码块表格显示，Tex公式双显示，新增Python和C++项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持gpt-3.5/gpt-4/chatglm

chinaweatherdemo

counterfactual-diagnosis

covid19-age-related-causal-effects

Code and data for "Simpson's paradox in Covid-19 case fatality rates: a mediation analysis of age-related causal effects"

covid19italy

Italy covid19 data

cranview

A Shiny app to visualize downloads from RStudio's CRAN mirror

customer_satisfaction_analysis

基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。

databook

dpc

clustering by fast search and find of density peaks

dpc-dlp

Dynamic Graph-Based Label Propagation for Density Peaks Clustering

e-cnn-classifier

This is the available code for the paper `An evidential classifier based on Dempster-Shafer theory and deep learning' (arXiv preprint arXiv:2103.13549)

einet

Uncertainty and causal emergence in complex networks

einet-1

Causal Emergence and Effective Information

elegantbookdown

:book: A bookdown wrapper for ElegantBook

evcombr

Evidence Combination in R

fclust

Fuzzy clustering

geae

GeAE: GAE-embedded autoencoder based causal representation for robust domain adaptation

hsuhsia-fuzzyc-meanswithfairnessconstraint

ibelief

An R package for implementing belief function theory

imatlab

Some useful matlab functions in R

information_impact

General toolbox for determining causal impact using information theory

islr

kaggle-rainfall-prediction

This machine learning project learnt and predicted rainfall behavior based on 14 weather features. Applied KNN model, Clustering model and Random Forest model.