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inexact-mdl's Introduction

Inexact MDL for Linear Manifold Clusters

Recreate figures

This LaTeX document contains embedded Julia code. In order to compile the document correctly or extract source code, use Julia scientific report generator package Weave.jl.

Requirements

  • LaTex
    • pdflatex
  • Julia 0.5
    • Packages: Weave, LMCLUS, DataFrames, Distributions, PLplot, Colors, Query, Gadfly

Use jlweave script to reproduce experiments and compile parts of the document, e.g.

bin/jlweave results.texw

In order to recreate figures for the paper, run following commands:

bin/jlweave src/results.texw
bin/jlweave src/zero-dim-mdl.texw
bin/jlweave src/mdl-error.texw
bin/jlweave src/mdl-clust.texw
julia src/climate_data_v3.jl

Compile PDF

Run following command for a report PDF document

bin/compile.sh report

Run following command to compile an ICPR paper PDF document:

bin/compile.sh icpr

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