This software is written in the Julia programming language. All requirements are given in the REQUIRE file.)
This is an implementation of the work described in this preprint
2017, Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun; Learning Distributions of Meant Color
data
contains code for downloading the data, and the set of rules for tokenising itexpr
contains code for running the experiments, and analysing the results- Of particular interested is PaperGen.ipynb which generates all the tables and figures used in the paper.
- This code is a bit messy honestly some files are out of date or for older versions.
- Most of the expriments will not run without modifications as the training/testing data is not hosted in publicly accessible locations
- You can rebuild this data following the setup in
data
src
contains the the code for the models discussedtest
contains tests asserting the code is working as intended
- The CDEST model is in code called the
Term2ColorDistributionNetwork
- the Baseline model is in code called the
laplace_smoothed
TermToColorDistributionEmpirical
, it is also often refered to asnoml
model