tonandr/cmap_moa

Mechanisms of Action (MoA) Prediction for CMAP

Mechanisms of Action (MoA) Prediction for CMAP

Additive angular margin and autoencoder based MoA prediction models.

These models was developed in the MoA Prediction contest hosted by Kaggle. Via moa-camp.ipynb, drugs' clustering map for MoA can be checked in the case the additive margin loss was used.

Kaggle's MoA Prediction Contest

Kaggle's notebook: Drug features clustering according to mechanisms of action

Status

This project is closed.