Laboratory of Artificial Neural Networks (LARN)

Agnostic_DL_Protein_Protein_Interaction

Dataset agnostic deep learning architectures to predict protein-protein interactions

De-Novo-Drug-Design

Optimizing blood-brain barrier permeation through Deep Reinforcement Learning for de novo drug design

DiverseDRL

DTI-End-to-End-DL

Drug-Target Interaction Prediction: End-to-End Deep Learning

DTITR

DTITR: End-to-End Drug-Target Binding Affinity Prediction with Transformers

Explainable-Deep-DT-Representations

Explainable Deep Drug-Target Representations for Binding Affinity Prediction

FSM-DDTR

GAN-Drug-Generator

Generative Adversarial Network: Optimization in Targeted Design

TAG-DTA

TAG-DTA: Binding Region-Guided Strategy to Predict Drug-Target Affinity Using Transformers

transf_rl_usp7

larngroup/De-Novo-Drug-Design

Optimizing blood-brain barrier permeation through Deep Reinforcement Learning for de novo drug design

larngroup/DiverseDRL

larngroup/DTITR

DTITR: End-to-End Drug-Target Binding Affinity Prediction with Transformers

larngroup/GAN-Drug-Generator

Generative Adversarial Network: Optimization in Targeted Design

larngroup/Explainable-Deep-DT-Representations

Explainable Deep Drug-Target Representations for Binding Affinity Prediction

larngroup/TAG-DTA

TAG-DTA: Binding Region-Guided Strategy to Predict Drug-Target Affinity Using Transformers

larngroup/Agnostic_DL_Protein_Protein_Interaction

Dataset agnostic deep learning architectures to predict protein-protein interactions

larngroup/FSM-DDTR

larngroup/transf_rl_usp7

larngroup/DTI-End-to-End-DL

Drug-Target Interaction Prediction: End-to-End Deep Learning

larngroup/One_Shot_Siamese_Net_Drug_Discovery

larngroup/RNN-Drug-Generation

A Study on Recurrent Architecture for De Novo Drug Generation

larngroup/DeepModel-Anticancer-Predictor

Deep Modelling for Anticancer Drug Response through Genomic Profiles and Compound Structures

larngroup/FS-GCvTR

Convolutional Transformer via Graph Embeddings for Few-shot Toxicity and Side Effect Prediction

larngroup/KL_divergence_loss

Variational Autoencoder with kl divergence loss function implemented with tensorflow and keras

larngroup/targeted_generation_stereo

Prediction of Biological Activity and Generation of molecular hits using Stereochemical Information

larngroup/DTIpred

Drug-Target Interaction Prediction

larngroup/-GCNNs-

larngroup/ABIET

Attention-Driven Molecular Evaluation: Identifying Critical Functional Groups for Biological Affinity with Transformer models

larngroup/CNNSCZ

CNN Models in Prediction of Feno Type from Genotype

larngroup/CRoP

larngroup/Deep-model-to-predict-binding-affinity

Deep model to predict binding affinity

larngroup/Deep-PIE

A deep learning model for predicting the inhibitory capacity of antimicrobial peptides against E. coli.

larngroup/Drug-Target-Interaction-Predictor

Drug-Target Interaction Prediction

larngroup/Drug_Permeability_DeepModel

Drug_Permeability_DeepModel

larngroup/DrugCancerPredictor

Impact of Gene Expression Data Variants on Predicting Cancer Drug Effects

larngroup/GenoSCZ

Enhancing Schizophrenia Phenotype Prediction from Genotype Data through Knowledge-Driven Deep Neural Network Models

larngroup/larngroup.github.io

Multiobjective Reinforcement Learning Description

larngroup/MBTR

Metal-Binding Transformer - Zinc Application

larngroup/moleculardocking

molecular docking