This repository contains the 21st place solution for the Novozymes Enzyme Stability Prediction competition. The goal of the competition is to help identify thermostable mutations in enzymes.
This repository contains the 21st place solution for the Novozymes Enzyme Stability Prediction competition. The solution is based on the idea "Representation Is All You Need."
For more information about the competition, idea, experiments, and results, see the discussion here.
The solution is divided into three stages:
- ThermoNet predictions.
- Extract representations and XGBoost predictions.
- Ensemble with different features.
The code and solution were developed in a Kaggle notebook.
The dataset used in this competition is from the Kaggle competition itself.
Find more about the solution and the code at Kaggle@elcaiseri.