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Project Description

This project analyses fMRI mean values of face contrasts of Bipolar disorder, Schizophrenia and Control subjects inorder to find the vital ROI responsible for respective subjects.

Install Packages

Packages required for this repo to work

  • scipy
  • pandas
  • scikit-learn
  • matplotlib
  • seaborn

These can be installed by running the following command

$ bash install_packages.sh

Running Scripts

Run the following commands inside src folder

Inorder to obtain the cross validation scores:

$ python src/main.py -m=MODEL_NAME -n=NUMBER_OF_ITERATIONS -d=INPUT_FOLDER -k=kFOLD_NUMBER

For plotting the histograms

$ python src/visualization.py -o=OUTPUT_FOLDER
To run with default flags
$ python src/main.py
$ python src/visualization.py

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