Morten Hjorth-Jensen
110 lines
3.2 KiB
Plaintext
110 lines
3.2 KiB
Plaintext
# Strange way of testing for vortex...
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# #ifdef NON_VORTEX
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TITLE: Overview of course material: Computational Physics
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TOC: off
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# #else
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TITLE: Overview of course material: Data Analysis and Machine Learning
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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
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# #endif
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<%
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pub_url = 'https://compphysics.github.io/MachineLearning/doc/pub'
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published = ['Statistics', 'Regression', 'Bayesian', 'NeuralNet',]
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chapters = {
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'Statistics': 'Monte Carlo methods and elements of probability theory',
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'Regression': 'Linear regression and beyond',
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'Bayesian': 'Elements of Bayesian theory',
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'NeuralNet': 'Neural Networks',
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}
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%>
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<%def name="text_types(name)">
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* LaTeX PDF:
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* For printing:
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* "Standard one-page format": "${pub_url}/${name}/pdf/${name}-minted.pdf"
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* For screen viewing:
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* "standard Beamer format": "${pub_url}/${name}/pdf/${name}-beamer.pdf"
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* HTML:
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* "Plain html": "${pub_url}/${name}/html/${name}.html"
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* "reveal.js beige slide style": "${pub_url}/${name}/html/${name}-reveal.html"
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* "Bootstrap slide style, easy for reading on mobile devices": "${pub_url}/${name}/html/${name}-bs.html"
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* iPython notebook:
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* "ipynb file": "${pub_url}/${name}/ipynb/${name}.ipynb"
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</%def>
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<%def name="slide_types(name)">
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</%def>
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The teaching material is produced in various formats for printing and on-screen reading.
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!split
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!bwarning
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The PDF files are based on LaTeX and have seldom technical
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failures that cannot be easily corrected.
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The HTML-based files, called ``HTML'' and ``ipynb'' below, apply MathJax
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for rendering LaTeX formulas and sometimes this technology gives rise
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to unexpected failures (e.g.,
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incorrect rendering in a web page despite correct LaTeX syntax in the
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formula). Consult the corresponding PDF
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files if you find missing or incorrectly rendered
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formulas in HTML or ipython notebook files.
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!ewarning
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% for ch in published:
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===== ${chapters[ch]} =====
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${text_types(ch)}
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% endfor
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!split
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===== New for Fall 2017: teach yourself C++ =====
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* HTML format only:
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* "Bootstrap slide style, easy for reading on mobile devices": "http://compphysics.github.io/ComputationalPhysics/doc/pub/learningcpp/html/learningcpp-bs.html"
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!split
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===== Projects Fall 2017 =====
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=== Project 1 ===
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* LaTeX and PDF:
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* "LaTex file":"http://compphysics.github.io/ComputationalPhysics/doc/Projects/2017/Project1/pdf/Project1.tex"
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* "PDF file":"http://compphysics.github.io/ComputationalPhysics/doc/Projects/2017/Project1/pdf/Project1.pdf"
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* HTML:
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* "Plain html":"http://compphysics.github.io/ComputationalPhysics/doc/Projects/2017/Project1/html/Project1.html"
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* "Bootstrap slide style, easy for reading on mobile devices": "http://compphysics.github.io/ComputationalPhysics/doc/Projects/2017/Project1/html/Project1-bs.html"
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* iPython notebook:
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* "ipynb file": "http://compphysics.github.io/ComputationalPhysics/doc/Projects/2017/Project1/ipynb/Project1.ipynb"
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===== Basic Syllabus =====
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!bblock
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To be filled in
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!eblock
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===== Additional literature =====
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!bblock
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More to come
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!eblock
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