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ipark2021's Projects

ddgun icon ddgun

predict stability change upon mutation

deap icon deap

Distributed Evolutionary Algorithms in Python

decimer-image-to-smiles icon decimer-image-to-smiles

The repository contains the network and the related scripts for encoder-decoder based Chemical Image Recognition

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

deepconv-dti icon deepconv-dti

DeepConv-DTI: Prediction of drug-target interactions via deep learning with convolution on protein sequences

deepdrug3d icon deepdrug3d

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

deepfmpov3d icon deepfmpov3d

Implementation of Shape and Electrostatic similarity metric in deepFMPO.

deepfold icon deepfold

Learning structural motif representations for efficient protein structure search

deepfri icon deepfri

Deep functional residue identification

deepsmiles icon deepsmiles

DeepSMILES - A variant of SMILES for use in machine-learning

dgraphdta icon dgraphdta

a novel DTA predition method using graph neural network

discriminativeactivelearning icon discriminativeactivelearning

Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:

dmol-book icon dmol-book

Deep learning for molecules and materials book

dnabert icon dnabert

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

enrich2 icon enrich2

Tool for deep mutational scanning experiments.

enzyme-datasets icon enzyme-datasets

Enzyme datasets used to benchmark enzyme-substrate promiscuity models

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