From b2d760bb5efb1737066eb7b947073751dc82f90a Mon Sep 17 00:00:00 2001 From: niangaotuantuan Date: Fri, 10 Jan 2014 21:04:25 +0800 Subject: [PATCH] add R part R (Learning) and R (Libraries) --- README.md | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/README.md b/README.md index 416a49cb..1b6bba3d 100644 --- a/README.md +++ b/README.md @@ -101,6 +101,23 @@ Start here. * Tools for Data Mining & Analysis [scikit-learn](http://scikit-learn.org/stable/) * Network Modeling & Viz [networkx](http://networkx.github.io/) * Natural Language Toolkit [NLTK](http://nltk.org/) + +* **R** (Learning) + * Software Design: The Art of R Programming [O'Reilly / Book](http://shop.oreilly.com/product/9781593273842.do) + * R in a Nutshell [O'Reilly / Book](http://shop.oreilly.com/product/9780596801717.do) + * Viz and Elegant Graphics in R: ggplot2 [Springer / Book](http://www.springer.com/statistics/computational+statistics/book/978-0-387-98140-6) + * Machine Learning in R [Tutorial](http://blog.revolutionanalytics.com/2009/09/machine-learning-in-r-in-a-nutshell.html) + * Guide to Getting Started in Machine Learning [Tutorial](http://abeautifulwww.com/2009/10/11/guide-to-getting-started-in-machine-learning/) + +* **R** (Libraries) +* Natural Language Toolkit [OpenNLP](http://cran.r-project.org/web/packages/openNLP/index.html) +* Text Mining [tm](http://cran.r-project.org/web/packages/tm/index.html] +* Basic Viz [wordcloud](http://cran.r-project.org/web/packages/wordcloud/index.html) +* Network Modeling & Viz [igraph](http://cran.r-project.org/web/packages/igraph/index.html) +* Basic Machine Learning [e1071](http://cran.r-project.org/web/packages/e1071/index.html) +* Kernel Method [kernlab](http://cran.r-project.org/web/packages/kernlab/index.html) +* Chinese Language Processing [Rwordseg](http://jliblog.com/app/rwordseg) +* Chinese Weibo Analysis [Rweibo](http://jliblog.com/app/rweibo) ### Capstone Project * [Toy Data Ideas](http://www.quora.com/Programming-Challenges-1/What-are-some-good-toy-problems-in-data-science)