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luis-sribeiro's Projects

cg icon cg

Files for the Computer Graphics course in Three.js

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

char-vae icon char-vae

Inspired by the neural style algorithm in the computer vision field, we propose a high-level language model with the aim of adapting the linguistic style.

grammarvae icon grammarvae

Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925

hgraph2graph icon hgraph2graph

Hierarchical Generation of Molecular Graphs using Structural Motifs

icml18-jtnn icon icml18-jtnn

Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)

iospi icon iospi

I/O, visualization and methods to compare with other tools

moflow icon moflow

MoFlow: an invertible flow model for generating molecular graphs

molecular-vae icon molecular-vae

Pytorch implementation of the paper "Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules"

molecular-vae-1 icon molecular-vae-1

Implementation of the paper - Automatic chemical design using a data-driven continuous representation of molecules

molecule-generator icon molecule-generator

Tensorflow implementation of Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks

molgan icon molgan

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

molgan-pytorch icon molgan-pytorch

Pytroch implementation of MolGAN: An implicit generative model for small molecular graphs (https://arxiv.org/abs/1805.11973)

organ icon organ

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

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