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A Fair Experimental Comparison of Neural Network Architectures for Latent Representations of Multi-Omics for Drug Response Prediction

Install Requirements

All requirements are listed in the requirements.txt file. The usage of a virtual environment is recommended.

python3 -m pip install -r requirements.txt

Download Data

Before the experiments can be performed, it is required to download the data sets from Zenodo DOI and extract them into the data folder.

Run Experiments

Algorithm comparison

./algorithm_comparison.sh 

Ablation study

./ablation_study.sh