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guillaume godin's Projects

molecule-attention-transformer icon molecule-attention-transformer

Pytorch reimplementation of Molecule Attention Transformer, which uses a transformer to tackle the graph-like structure of molecules

molecule-autoencoder icon molecule-autoencoder

A project to enable optimization of molecules by transforming them to and from a continuous representation.

molecule_generator icon molecule_generator

Code for "Multi-Objective De Novo Drug Design with Conditional Graph Generative Model" (https://arxiv.org/abs/1801.07299)

moniel icon moniel

Interactive Notation for Computational Graphs

n3net icon n3net

Neural Nearest Neighbors Networks (NIPS*2018)

nauty icon nauty

unofficial repository of nauty and traces, see the official site for the latest

nmp_qc icon nmp_qc

Neural Message Passing for Computer Vision

nmt.matlab icon nmt.matlab

Code to train state-of-the-art Neural Machine Translation systems.

openblas icon openblas

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

openmolcas icon openmolcas

The official OpenMolcas repository is at https://gitlab.com/Molcas/OpenMolcas, this is only a mirror. OpenMolcas is a quantum chemistry software package. The key feature of OpenMolcas is the multiconfigurational approach to the electronic structure.

organic icon organic

Code repo for optimizing distributions of molecules.

parametric_tsne icon parametric_tsne

Python / Tensorflow / Keras implementation of Parametric tSNE algorithm

phc-gnn icon phc-gnn

Implementation of the Paper: "Parameterized Hypercomplex Graph Neural Networks for Graph Classification" by Tuan Le, Marco Bertolini, Frank Noé and Djork-Arné Clevert

pidginv3 icon pidginv3

Protein target prediction using random forests and reliability-density neighbourhood analysis

piecewise-regression icon piecewise-regression

piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes.

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