Predicción de reacciones orgánicas utilizando redes neuronales.

CRP - Chemical Reaction Prediction
Free
Offline
sourceforge

The intend is to solve the forward-reaction prediction problem, where the reactants are known and the interest is in generating the reaction products using Deep learning. This Graphical User Interface takes simplified molecular-input line-entry system (SMILES) as an input and generates the product SMILE & molecule.

Beam search is used in Version 2, to generate top 5 predictions.
Maximum input length for the model is 15 (excluding spaces).

Features

  • Cheminformatics
  • Neural Networks
  • NLP
  • Deep Learning
  • Python
  • Qt
  • SMILES