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resources [CS545 fall 2016]

CS545

Instructor
Asa Ben-Hur

resources

# Python and Machine Learning resources

## ML open source software and data

• The UCI machine learning data repository.
• MLOSS: machine learning open source software repository.
• Are we there yet? recent progress on challenging computer vision datasets.

## Python

#### Python resources

• IPython: a better Python interpreter.

# numpy, matplotlib, scipy

Many other related vides can be found here.

# Matplotlib

• Save and edit the customization file described here to modify how matplotlib makes plots.
• Here is a nice short tutorial on how to combine matplotlib plots within a gui application based on wxWidgets and wxPython.

# LaTeX

Lots of tutorials and quick starts out there:

## Tools for LaTex

There are specific editors and GUI programs to help you with LaTex (e.g. texmaker, lyx, and kile for linux, which are installed on CS machines, and miktex for windows). Personally, I either do things at the commandline and use emacs/aquamacs for editing or use one of two very good online systems: ( Overleaf or ShareLatex).