machine learning tutorials

A set of tutorials and IPython Notebook files to get started with machine learning / pattern recognition.

IPython Notebooks

Either open the .ipyb links with your browser or download them to browse and run the commands with
jupyter notebook

python

• [python] cheatsheet
• 2013 PyCon conference scikit-learn tutorial
• [ipython notebook] rich display system as part of an IPython Notebook / Jupyter series

scipy

• [scipy] morphologic operations performance tests

scikit-learn

• [scikit-learn, ipython notebook] installation
• [scikit-learn] first steps
• [scikit-learn] random forest classification
• [scikit-learn, scipy] load arff databases

Tutorials

machine learning in general

• Information sources

python

• Official scikit-learn python examples
• Python tutorial sources

git

• Git setup
• Example workflow
• Tutorial links

markdown

• Markdown syntax