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James Alexander Hughes's Projects

nonlinearmodelsfmri-2 icon nonlinearmodelsfmri-2

Phase 2 of the nonlinear fMRI models. This is post GECCO 2017. I also have longer chromosomes here now too (we'll see how that plays out... maybe overfitting?)

pinecraft icon pinecraft

Minecraft Server Installer for Raspberry Pi and Other SBCs

regressingtokerogenkinetics icon regressingtokerogenkinetics

A little thing I did for Mailying. I regressed some data to find a function describing the relationship between initial hydrogen indez, kerogen kinetics, and a current hydrogen index.

smartwatchgpmodelling icon smartwatchgpmodelling

Genetic Programming was used to build nonlinear models of data gathered from a smartwatch. Results were actually amazing and will be published.

smartwatchgpmodelling2 icon smartwatchgpmodelling2

This is the 2nd iteration of this project where I will: 1) compare to linear regression (because idk why I didn't do this in the first place), 2) do the voting thing to up accuracy

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