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Experiments for the paper: "Typhon: Parallel Transfer on Heterogeneous Datasets for Cancer Detection in Computer-Aided Diagnosis"

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Typhon Experiments

This repository contains the code of our new Typhon framework as well as the code for our experiments.

To run the code, a Conda enviroment must first be setup using

conda env create -f environment.yml

after cloning this repository.

One can then activate the environment using

conda activate typhon

The example experiment can finally be run using the following command:

python3 experiments/prostate_0.py

Hyperparameters and many other options can be modified in the aformentioned file.

N.B. that you can do a shorter run by simply adding your OS name by going into the experiment.py file at line 86.

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Experiments for the paper: "Typhon: Parallel Transfer on Heterogeneous Datasets for Cancer Detection in Computer-Aided Diagnosis"

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