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Software Engineering for Machine Learning
=========================================

A draft book by `Yung-Hsiang Lu <https://engineering.purdue.edu/ECE/People/ptProfile?resource_id=3355>`_ and  and `George K. Thiruvathukal <https://thiruvathukal.com/>`_.

.. toctree::
   :maxdepth: 2

   frontmatter/preface

   software/chapter_python
   software/chapter_vc
   software/chapter_cr
   software/chapter_test
   software/chapter_ws
   software/chapter_ci
   software/chapter_graphics
   software/chapter_reproducibility
   
   unsupervised/chapter_ml
   unsupervised/chapter_kmeans
   unsupervised/chapter_hierarchical
   unsupervised/chapter_pca
   unsupervised/chapter_practical
   unsupervised/chapter_floating_point
   
   supervised/chapter_supervised.rst
   supervised/chapter_gradient.rst	      
   supervised/chapter_svm.rst
   supervised/chapter_neural_networks.rst

   misc/chapter_building_the_book
   misc/chapter_sphinx_demo


Repository
   `github.com/PurdueCAM2Project/SE4ML <https://github.com/PurdueCAM2Project/SE4ML>`_

Continuous Integration
   `travis-ci.com/PurdueCAM2Project/SE4ML <https://travis-ci.com/PurdueCAM2Project/SE4ML>`_

Download Release Builds
   Available as |pdf-version| and |epub-version|

Cite
   Yung-Hsiang Lu and George K. Thiruvathukal, *Software Engineering and Machine Learning*, PurdueCAM2Project/SE4ML, Zenodo, http://doi.org/10.5281/zenodo.2532051.

Topics
   :ref:`genindex`