Pinned Loading

1. Classification_Using_EC2Vec Classification_Using_EC2Vec Public

   This repository provides three classification models that based on EC2Vec embeddings

   Python

2. EC2Vec EC2Vec Public

   EC2Vec is a machine learning tool that embeds Enzyme Commission (EC) numbers into vector representations.

   Python

3. Navigating_Model_Learning_Dynamics_Using_SynerGNet Navigating_Model_Learning_Dynamics_Using_SynerGNet Public

   This repository provides the code and data for the paper titled "Navigating Model Learning Dynamics: Insights from Augmented Data Integration and Strong Regularization using SynerGNet in Biomedical…

   Python

4. SynerGNet SynerGNet Public

   A graph neural network model to predict synergistic anti-caner drug combinations.

   Python

5. Machine_Learning_for_Synergy_Data_Augmentation Machine_Learning_for_Synergy_Data_Augmentation Public

   Test the augmented synergy data with random forest and gradient boosting trees.

   Python 1 2

6. Analysis_for_Synergy_Data_Augmentation Analysis_for_Synergy_Data_Augmentation Public

   This repository provide the analysis process for the synergy data augmentation. It produces all the figures for the analysis process in the paper.

   Python 1