mjkleiman Goto Github PK

ad_feature_optimization

Code for the paper "Screening for early-stage Alzheimer’s disease using optimized feature sets and machine learning" by Michael J. Kleiman, Elan Barenholtz, and James E. Galvin

gazedepression

Depression (High/Low based on PHQ) prediction using gaze behavior

multimodel

openpilot

sunnypilot is a fork of comma.ai's openpilot, an open source driver assistance system. sunnypilot offers the user a unique driving experience for over 290 supported car makes and models with modified behaviors of driving assist engagements. sunnypilot complies with comma.ai's safety rules as accurately as possible.

prosdk-addons-python

pygaze

an open-source, cross-platform toolbox for minimal-effort programming of eye tracking experiments

pygazeanalyser

Analysis and high-level plotting toolbox for eye-tracking data

pytrack

stochasticv

A method of cross-validation based on scikit-learn that splits data into subsampling or k-folds splits (using random or assigned seed values) and then repeats the model multiple times using different seeds. This function enables a more statistical and scientific method of investigating model performance.

streamlinead

PhD Dissertation -- Streamlining Alzheimer's disease detection in clinical settings

task-classification

Pilot study for Search v Judgement task classification using eye movements