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gzwhxu's Projects

camp icon camp

predicting peptide-protein interactions

deepdrug3d icon deepdrug3d

A convolutional neural network for classifying binding pockets based on spatial and chemical information extracted from the pockets.

deeppurpose icon deeppurpose

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

diagnosis-via-speech icon diagnosis-via-speech

Short-Term Goal: to effectively apply deep learning to speech data. Long-term Goal: to diagnose various speech disorders from speech input via mobile app.

drkg icon drkg

A knowledge graph and a set of tools for drug repurposing

drugcell icon drugcell

A visible neural network model for drug response prediction

drugs-recommendation-using-reviews icon drugs-recommendation-using-reviews

Analyzing the Drugs Descriptions, conditions, reviews and then recommending it using Deep Learning Models, for each Health Condition of a Patient.

drugvqa icon drugvqa

Predicting Drug Protein Interaction using Quasi-Visual Question Answering System

ilearnplus icon ilearnplus

iLearnPlus is the first machine-learning platform with both graphical- and web-based user interface that enables the construction of automated machine-learning pipelines for computational analysis and predictions using nucleic acid and protein sequences.

lstm_chem icon lstm_chem

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

moses icon moses

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

tgsa icon tgsa

PyTorch implementation of <<TGSA: Protein-Protein Association-Based Twin Graph Neural Networks for Drug Response Prediction with Similarity Augmentation>>

transformer-m icon transformer-m

[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)

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