Master Thesis at AstraZeneca: Protoemics pan-cancer prediction of cell-line drug sensitivity.
The data is not uploaded here, but explanations are included in the report of the project, available on my linkedin account.
The following files are for exploratory data analysis: proteomic_data_exploration.py, drug_data_exploration.py, CCLE_cell_lines.ipynb, drug_data.ipynb
The following files are for the modelling part and the interpretation of the results: RF_modelling.py, VAE_modelling.py, result_interpretation.py, Results comparison.ipynb