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PROJECT: CEA in Haskell

What is it?

An implementation of the Candidate Elimination Algorithm in the functional language of Haskell. The program should build a version space between a general and specific boundary from supplied training data to hopefully converge on a single hypothesis.

Features

  • Correct convergence of hypotheses
  • Possible: Display of version space
  • Easy method for inputting large amounts of examples

Sample data

Given the data examples below, the program should correctly converge on the concept of <Japan, , ?, ?, ?, Sports>.

Origin Manufacturer Color Decade Type Label
Japan Honda Blue 1980 Sports Positive
Japan Toyota Green 1980 Economy Negative
Japan Toyota Blue 1980 Sports Positive
USA Chrysler Red 1980 Sports Negative
Japan Honda White 1980 Sports Positive
Japan Toyota Green 1980 Sports Positive
Japan Honda Red 1980 Sports Negative

Clean up packaging of python scripts

Suggestion

Package all the necessary files of a python script (text templates etc.) together into a single executable or package to reduce clutter. Have a look at this for guidance.

Additional information

This specifically applies to the "cpp project creator" script. Can possibly use the "Distuitils" and setup.py thingy to get the desired effect. However, this means that working builds will need to be published somewhere in the repo, or at least a way to build the projects and packages.

Update makefile system to use CMake

Suggestion

In the "cpp project creator" using CMake instead of a regular makefile (generated from 'makefile.template') can make it platform independent. A guide for CMake can be found here and a discussion of CMake vs. Makefile here.

Additional information

OS Build System/Compiler
Linux GNU make & g++
OSX clang++
Windows CL or Intel compiler*

*Note: for Windows builds see here and here

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