During my time as a fellow at Insight Data Science, I’ve built a number of tools to help with data science tasks, such as visualizing and exploring data held in Pandas dataframes, as well as visualizing the outputs of Machine Learning models.

I’ve made this a public resource on github, in case it is helpful for others. Feel free to use it, but please mention who the code came from if you do!

Here is my github repo for the data science toolkit:

datasciencetools

Here is an ipython notebook with usage examples of some of the functions:

datasciencetools demo

Thanks & enjoy!

-Matthew