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The code of a graph neural network (GNN) for molecules, which is based on learning representations of r-radius subgraphs (i.e., fingerprints) in molecules.

Python 1 Updated Nov 28, 2019

SMILES enumeration for QSAR modelling using LSTM recurrent neural networks

Python 226 73 Updated Apr 26, 2022

a molecular descriptor calculator

Python 384 97 Updated Feb 7, 2024

Descriptor computation(chemistry) and (optional) storage for machine learning

Python 242 67 Updated Oct 26, 2024

A Cuda/Thrust implementation of fingerprint similarity searching

C++ 101 27 Updated Jan 24, 2024

A set of graph/networks analysis functions in Octave. This fork focuses on MATLAB compatibility.

MATLAB 47 22 Updated Mar 26, 2014

Message Passing Neural Networks for Molecule Property Prediction

Python 1,875 606 Updated Jan 30, 2025

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

Python 5,714 1,744 Updated Feb 3, 2025

MATH 7243 - Machine Learning and Statistical Learning Theory, Northeastern University Department of Mathematics

Jupyter Notebook 7 9 Updated Feb 3, 2021

The code of a graph neural network (GNN) for molecules, which is based on learning representations of r-radius subgraphs (i.e., fingerprints) in molecules.

Python 307 77 Updated Nov 28, 2020

resources for graph convolutional networks (图卷积神经网络相关资源)

882 135 Updated Jul 12, 2019

Implementation of Graph Convolutional Networks in TensorFlow

Python 7,205 2,000 Updated Apr 14, 2023

Natural Langauge Processing using Disaster Tweets

Python 2 1 Updated Feb 18, 2020