This script provides an example of learning a decision tree with scikit-learn. Pandas is used to read data and custom functions are employed to investigate the decision tree after it is learned. Grab the code and try it out.
A blog post about this code is available here, check it out!
In a blog post I wrote about the python package lda, see here, I used the pre-processed data (included with the lda package) for the example. I have since received many questions regarding the document-term matrix, the titles, and the vocabulary-- where do they come from? This gist will use the textmining package to (hopefully) help answer these types of questions.
This script provides an example of using cross-validation to fine-tune parameters for learning a decision tree with scikit-learn.
A blog post about this code is available here, check it out!
A basic responsive web page, following the ideas presented in Learning Responsive Web Design by Clarissa Peterson.
A script that replicates all examples in my blog post using Python and Lea to do some probabilistic programming: Lea post
$ python lea_ex01.py