ID2214 Programming for Data Science

Assignments and project from the subject on Data Science from KTH. Different algorithms are implemented on Python, among others.

Final project report (Assignment 4) - Prediction of activity of chemical compouns from a dataset using oprimized model

Flow model - Methodology

Feature collection

Fingerprint and library

Data preparation

Modeling of the parameters

Random forest classifier

Multilayer Perceptron Classifier (MLP)

Multinomial Naive Bayes

Comparison and results