# Strange way of testing for vortex...
# #ifdef NON_VORTEX
TITLE: Overview of course material: Computational Physics

TOC: off
# #else
TITLE: Overview of course material: Data Analysis and Machine Learning
AUTHOR: "Morten Hjorth-Jensen":"http://mhjgit.github.io/info/doc/web/" at Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University, USA &  Department of Physics, University of Oslo, Norway
# #endif

<%
pub_url = 'https://compphysics.github.io/MachineLearning/doc/pub'
published = ['Statistics', 'Regression', 'Bayesian', 'NeuralNet',]
chapters = {
 'Statistics': 'Monte Carlo methods and elements of probability theory',
 'Regression': 'Linear regression and beyond',
 'Bayesian': 'Elements of Bayesian theory',
 'NeuralNet': 'Neural Networks',
}
%>





<%def name="text_types(name)">

 * LaTeX PDF:
   * For printing:
     * "Standard one-page format": "${pub_url}/${name}/pdf/${name}-minted.pdf"
   * For screen viewing:
     * "standard Beamer format": "${pub_url}/${name}/pdf/${name}-beamer.pdf"
 * HTML:
   * "Plain html": "${pub_url}/${name}/html/${name}.html"
   * "reveal.js beige slide style": "${pub_url}/${name}/html/${name}-reveal.html"
   * "Bootstrap  slide style, easy for reading on mobile devices": "${pub_url}/${name}/html/${name}-bs.html"
 * iPython notebook:
   * "ipynb file": "${pub_url}/${name}/ipynb/${name}.ipynb"
</%def>

<%def name="slide_types(name)">
</%def>

The teaching material is produced in various formats for printing and on-screen reading.

!split
!bwarning
The PDF files are based on LaTeX and have seldom technical
failures that cannot be easily corrected.
The HTML-based files, called ``HTML'' and ``ipynb'' below, apply MathJax
for rendering LaTeX formulas and sometimes this technology gives rise
to unexpected failures (e.g.,
incorrect rendering in a web page despite correct LaTeX syntax in the
formula). Consult the corresponding PDF
files if you find missing or incorrectly rendered
formulas in HTML or ipython notebook files.
!ewarning




% for ch in published:
===== ${chapters[ch]} =====

${text_types(ch)}

% endfor


!split
===== New for  Fall 2017: teach yourself C++ =====
 * HTML format only:
   * "Bootstrap  slide style, easy for reading on mobile devices": "http://compphysics.github.io/ComputationalPhysics/doc/pub/learningcpp/html/learningcpp-bs.html"


!split
===== Projects Fall 2017 =====

=== Project 1 ===
 * LaTeX and PDF:
     * "LaTex file":"http://compphysics.github.io/ComputationalPhysics/doc/Projects/2017/Project1/pdf/Project1.tex"
     * "PDF file":"http://compphysics.github.io/ComputationalPhysics/doc/Projects/2017/Project1/pdf/Project1.pdf"
 * HTML:
   * "Plain html":"http://compphysics.github.io/ComputationalPhysics/doc/Projects/2017/Project1/html/Project1.html"
   * "Bootstrap  slide style, easy for reading on mobile devices": "http://compphysics.github.io/ComputationalPhysics/doc/Projects/2017/Project1/html/Project1-bs.html"
 * iPython notebook:
   * "ipynb file": "http://compphysics.github.io/ComputationalPhysics/doc/Projects/2017/Project1/ipynb/Project1.ipynb"

===== Basic Syllabus =====
!bblock
To be filled in
!eblock


===== Additional literature =====
!bblock
More to come
!eblock