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no documentation、hard to use、需要不断更新保证work 1.GitHub coding分享平台(未通过审查有时会有一点问题) GitHub(commits是使用次数) 2.cran-R包平台比较可靠-里面有统计分析相关api 3.bioconductor已发布验证的一些软件,十分可靠,有专门的suppot讨论区 bioconductor (build是ok的话说明仍然在运行) biostars各种生...
The code repository for the first edition is at:https://github.com/andrewgbruce/statistics-for-data-scientists Setup of R and Python environments We recommend using a conda environment to run the Python and R code. conda create -n sfds #Create the conda environment named sfds. conda activate...
I use Git and GitHub to keep track of changes in the project. I have found Git to be extremely useful in data science projects, among other things because it is easy to roll changes back and forth, and it is easy to share the project with others. Flip it GitHub Have a look at...
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I’ve recently completed fastStat, https://github.com/matloff/fastStat,a quick introduction to statistics for those who’ve had a calculus-based probability course. Many such people later need to do statistics, and this will give them quick access. It is modeled after my R tutorial, https...
R for Data Science[42]:COPSS奖得主、RStudio首席科学家Hadley Wickham[43]的倾力之作,学习tidyverse[44]重要语法的不二之选 Advanced R[45]:Hadley Wickham[46]的提高R语言编程技能(本书的习题解答[47]) R Graphics Cookbook[48]:R基础绘图圣经
1 A major challenge in the practice of teaching data science and statistics is the limited availability of courses and course materials that provide meaningful opportunities for students to practic...
posterior: Tools for Working with Posterior Distributions. mc-stan.org/posterior/. Release 1.6.0 Noa Kallioinen, Paul-Christian Bürkner, Topi Paananen, Frank Weber, and Aki Vehtari (2024). priorsense: Detecting and diagnosing prior and likelihood sensitivity with power-scaling. github.com/n-...
Implementing version control with Git and GitHub as a learning objective in statistics and data science coursesCollaborative learningData acumenEducationReproducible analysisStatistical computingWorkflowA version control system records changes to a file or set of files over time\nso that changes can be ...