smiles topic

List smiles repositories

chemicalx

699
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89
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A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

Indigo

284
Stars
98
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Universal cheminformatics toolkit, utilities and database search tools

deepsmiles

126
Stars
29
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DeepSMILES - A variant of SMILES for use in machine-learning

Molecules_Dataset_Collection

94
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32
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Collection of data sets of molecules for a validation of properties inference

global-chem

141
Stars
20
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A Knowledge Graph of Common Chemical Names to their Molecular Definition

pysmiles

137
Stars
20
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A lightweight python-only library for reading and writing SMILES strings

DECIMER-Image-to-SMILES

80
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24
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The repository contains the network and the related scripts for encoder-decoder based Chemical Image Recognition

Smiles-TO-iUpac-Translator

110
Stars
23
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Transformer based SMILES to IUPAC Translator

neuraldecipher

24
Stars
9
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Implementation of the paper "Neuraldecipher - Reverse-engineering extended-connectivity fingerprints (ECFPs) to their molecular structures" by Tuan Le, Robin Winter, Frank Noé and Djork-Arné Clevert

rxnmapper

269
Stars
62
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RXNMapper: Unsupervised attention-guided atom-mapping. Code complementing our Science Advances publication on "Extraction of organic chemistry grammar from unsupervised learning of chemical reactions"...