This repo holds the code and weights for pkaPrediction models.
- ETR: ExtraTrees Regressor model. Features: uses the predefined rules present molscrub, including the approximnate pKas, as well as the standard rdkit descriptors.
The dataset used to train the model comes from: https://github.com/czodrowskilab/Machine-learning-meets-pKa