Pinned Repositories
Classification_Using_EC2Vec
This repository provides three classification models that based on EC2Vec embeddings
EC2Vec
EC2Vec is a machine learning tool that embeds Enzyme Commission (EC) numbers into vector representations.
Navigating_Model_Learning_Dynamics_Using_SynerGNet
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 Prediction"
SynerGNet
A graph neural network model to predict synergistic anti-caner drug combinations.
Machine_Learning_for_Synergy_Data_Augmentation
Test the augmented synergy data with random forest and gradient boosting trees.
Analysis_for_Synergy_Data_Augmentation
This repository provide the analysis process for the synergy data augmentation. It produces all the figures for the analysis process in the paper.
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch_geometric
Graph Neural Network Library for PyTorch
RegGNN
Regression Graph Neural Network (regGNN) for cognitive score prediction.
MengLiu90's Repositories
MengLiu90/EC2Vec
EC2Vec is a machine learning tool that embeds Enzyme Commission (EC) numbers into vector representations.
MengLiu90/Classification_Using_EC2Vec
This repository provides three classification models that based on EC2Vec embeddings
MengLiu90/SynerGNet
A graph neural network model to predict synergistic anti-caner drug combinations.
MengLiu90/Navigating_Model_Learning_Dynamics_Using_SynerGNet
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 Prediction"
MengLiu90/Two_set_graph_reduction_for_SynerGNet
This repository described the detailed procedures to create the input data for SynerGNet.
MengLiu90/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
MengLiu90/Analysis_for_Synergy_Data_Augmentation
This repository provide the analysis process for the synergy data augmentation. It produces all the figures for the analysis process in the paper.
MengLiu90/Machine_Learning_for_Synergy_Data_Augmentation
Test the augmented synergy data with random forest and gradient boosting trees.
MengLiu90/pytorch_geometric
Graph Neural Network Library for PyTorch
MengLiu90/Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
MengLiu90/RegGNN
Regression Graph Neural Network (regGNN) for cognitive score prediction.