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rnaimehaom's Projects

molegular icon molegular

Repository for MoleGuLAR: Molecule generation using Reinforcement Learning and Alternating Rewards

molenc icon molenc

MolEnc: a molecular encoder using rdkit and OCaml.

molevol icon molevol

Source code for ICLR 2021 paper: "Molecule Optimization by Explainable Evolution"

molexplorer icon molexplorer

A lightweight visualization tool for molecules and their properties

molfunc icon molfunc

fast functionalisation of molecules

molgan icon molgan

Tensorflow implementation of MolGAN: An implicit generative model for small molecular graphs

molgan-1 icon molgan-1

AI for a cure, a combination of Latent-GAN and VAE-JTNN to create 100% valid drug like molecules

molgen icon molgen

Molecule SMILES generation with GAN and Reinforcement Learning (Training Language GAN from scratch)

molgen-1 icon molgen-1

in-silico generation of molecules using fragments

molgen-4 icon molgen-4

SMILES-based molecular generator (implementation of seq2seq/attention)

molgen-7 icon molgen-7

Researching improved ways of generating new molecules with machine learning

molgpka icon molgpka

The graph-convolutional neural network for pka prediction

molgrad icon molgrad

Supporting code for doi 10.1021/acs.jcim.0c01344

molgym icon molgym

Reinforcement Learning for Molecular Design Guided by Quantum Mechanics

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