Xiangyun Huang

期待+1

## 书籍 Think Julia: How to Think Like a Computer Scientist https://benlauwens.github.io/ThinkJulia.jl/latest/book Statistics with Julia Fundamentals for Data Science, Machine Learning and Artificial Intelligence https://www.dbooks.org/statistics-with-julia-1534/read/ Julia Data Science https://juliadatascience.io/ The...

# 博客 R 语言 https://www.gastonsanchez.com/ Gaston Sanchez R 语言 https://rdpeng.org/ Roger D. Peng R 语言 https://mikeyharper.uk/ Michael Harper R 语言 https://beamilz.com/ Bea Milz R 语言 https://robertmitchellv.com/ Robert Mitchell R 语言...

## Julia The Julia Programming Language https://github.com/JuliaLang An organization for the JuMP modeling language and related repositories. SciML Open Source Scientific Machine Learning https://github.com/SciML A Julia machine learning framework https://github.com/alan-turing-institute/MLJ.jl...

The phrase "does not work" is not very helpful, it can mean quite a few things including: * Your computer exploded. * No explosion, but smoke is pouring out the...

## 混合模型 https://bbolker.github.io/mixedmodels-misc/ https://bbolker.github.io/mixedmodels-misc/glmmFAQ.html https://sta310-sp22.netlify.app/ https://people.math.aau.dk/~sorenh/software/pbkrtest/ https://github.com/JuanLopezMartin/MRPCaseStudy http://www.css.cornell.edu/faculty/dgr2/index.html https://github.com/courtiol/LM2GLMM https://ourcodingclub.github.io/tutorials/mixed-models/ https://ourcodingclub.github.io/tutorials/spatial-modelling-inla/ https://www.tjmahr.com/ https://meghan.rbind.io/blog/2022-06-28-a-beginner-s-guide-to-mixed-effects-models/ https://www.mrc-bsu.cam.ac.uk/wp-content/uploads/geobugs12manual.pdf GLMM 的对数似然函数 拉普拉斯近似 https://juliamixedmodels.github.io/EmbraceUncertainty/ https://crsl4.github.io/julia-workshop/ https://psyteachr.github.io/stat-models-v1/ 一篇硕士学位论文，可行的 INLA 的工业实践 RESTful Scraping API for Real Estate data,...

## 机器学习 Mosek 半正定锥优化 https://docs.mosek.com/modeling-cookbook/sdo.html 最优传输理论 优化问题 数学建模 https://lccurious.github.io/2020/01/30/optimal-transport/ Introduction to Optimal Transport Theory https://lchizat.github.io/ot2021orsay.html 如何理解 glm（generalized linear model）函数中的weights https://d.cosx.org/d/421754-glmgeneralized-linear-modelweights 从方差分析到线性模型，点出方差分析与线性模型的关系 https://stat.ethz.ch/~meier/teaching/anova 一般线性模型作为周边介绍一下，statmod: Statistical Modeling https://cran.r-project.org/package=statmod nlmeU 包 lmeinfo 包线性混合模型...

## 文本分析 最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。 https://github.com/chinese-poetry/chinese-poetry # A/B 实验 AA 实验的目标是确保对照组和实验组的样本分布一致，对于目标指标来说，两个组没有显著差异 此处的点击率指标具有一般性，代表漏斗型的转化指标，具体地，搜索业务中的访购率，即购买人数/访问人数。 第一天 实验组 浏览 点击 点击率 对照组 浏览 点击 点击率 连续 7 天，有的天，实验组 > 对照组 的点击率 有的，反之 7...

## 其他工具 - 《Git 的奇技淫巧》 - 《Bash 教程》阮一峰 - 《跟我一起写 Makefile》陈浩 - 《快乐的 Linux 命令行》Peter Wang 和 Billie Zhang - 《Linux 就该这么学》刘遄 - 《AWK 程序设计语言》 - Linux Tips, Tricks and...

https://github.com/Jam3/math-as-code a cheat-sheet for mathematical notation in code form 图形直观 Graphic notes on Gilbert Strang's "Linear Algebra for Everyone" https://github.com/kenjihiranabe/The-Art-of-Linear-Algebra