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Hao (Flower) Xu's Projects

aprile icon aprile

APRILE: A python library for exploring Adverse Polypharmacy Reaction using Intelligent Learner and Explainer

aprile-exp icon aprile-exp

This is the repository for reproducing results in "APRILE: Exploring the Molecular Mechanisms of Drug Side Effects with Explainable Graph Neural Networks".

aprile-pred icon aprile-pred

PoSe-Model: A simplified TIP model for drug side effect prediction (Under development...)

biofilm icon biofilm

analysing and visualising biofilm simulation results from GEMs with unsupervised methods

decagon icon decagon

Graph convolutional neural network for multirelational link prediction

deeppurpose icon deeppurpose

A Drug-Target Interaction Prediction Toolkit with State-of-the-Art Deep Learning Methods and its Applications in Drug Repurposing and Virtual Screening

denovopipeline icon denovopipeline

Pipeline for de novo peptide sequencing (Novor, DeepNovo, SMSNet, PointNovo, Casanovo) and assembly with ALPS.

drug-repurposing-leishmaniasis icon drug-repurposing-leishmaniasis

This is the sub working repository for "Compound Screening with Deep Learning for NeglectedDiseases: Leishmaniasis." (MLCB, 2021)

drugdiscovery icon drugdiscovery

An explainable inductive learning model on gene regulatory and toxicogenomic knowledge graph (under development...)

gcnii icon gcnii

PyTorch implementation of "Simple and Deep Graph Convolutional Networks"

gripnet icon gripnet

GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs (PatternRecognit, 2023)

ladybug icon ladybug

An efficient web-based Code Similarity Detection tool with report generator

memo icon memo

Constraint-based metabolic modelling with sparse IPOPT

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