https://github.com/ammar257ammar/smiles2vec

Proof of the concept implementation of smiles2vec paper

https://github.com/ammar257ammar/smiles2vec

Science Score: 10.0%

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    Links to: arxiv.org
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Proof of the concept implementation of smiles2vec paper

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  • Host: GitHub
  • Owner: ammar257ammar
  • License: mit
  • Default Branch: master
  • Size: 83 KB
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Fork of Abdulk084/Smiles2vec
Created over 5 years ago · Last pushed about 7 years ago

https://github.com/ammar257ammar/Smiles2vec/blob/master/

# Smiles2vec
Proof of the concept implementation of smiles2vec paper


Implementation of SMILES2VEC paper for IGC50 data set.

https://arxiv.org/abs/1712.02034



## Description
Activity is predicted from the smiles directly and R^2 value of 0.69 is obtained. The data set is about 
Tetrahymena pyriformis IGC50 48h toxicity.

Owner

  • Name: Ammar Ammar
  • Login: ammar257ammar
  • Kind: user
  • Location: The Netherlands
  • Company: Maastricht University

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