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ipark2021's Projects

keras-molecules icon keras-molecules

Autoencoder network for learning a continuous representation of molecular structures.

map4 icon map4

The MinHashed Atom Pair fingerprint of radius 2

mat icon mat

The official implementation of the Molecule Attention Transformer.

mdanalysis icon mdanalysis

MDAnalysis is a Python library to analyze molecular dynamics simulations.

mendeleev icon mendeleev

A python package for accessing various properties of elements, ions and isotopes in the periodic table of elements.

ml-substrate-scope icon ml-substrate-scope

Machine learning script and supporting information and for predicting enzyme substrate scope

mol2vec icon mol2vec

Mol2vec - an unsupervised machine learning approach to learn vector representations of molecular substructures

molpher-lib icon molpher-lib

C++/Python Library for Systematic Chemical Space Exploration

molr icon molr

Chemical-Reaction-Aware Molecule Representation Learning

moltrans icon moltrans

MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction (Bioinformatics)

monn icon monn

MONN: a Multi-Objective Neural Network for Predicting Pairwise Non-Covalent Interactions and Binding Affinities between Compounds and Proteins

moses icon moses

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

ms2deepscore icon ms2deepscore

Deep learning similarity measure for comparing MS/MS spectra with respect to their chemical similarity

msa icon msa

Modular BioJS compoment for a multiple sequence alignment

nglview icon nglview

Jupyter widget to interactively view molecular structures and trajectories

nn4dms icon nn4dms

Neural networks for deep mutational scanning data

nri-md icon nri-md

Neural relational inference for molecular dynamics simulations

onionnet icon onionnet

A multiple-layer inter-molecular contact features based deep neural network for protein-ligand binding affinity prediction

openfmo icon openfmo

GPU-acclelerated OpenFMO source code, including RHF-skeleton program (Released Version 1.0)

pdnet icon pdnet

PDNET: A fully open-source framework for deep learning protein real-valued distances

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