Ornate

About


Oriented Routed Neural network with Automatic Typing is a method for protein quality assessment.

Method

Ornate is a residue-wise scoring method. It first constructs a three dimensional map representing the structure of the residue, and its neighborhood.

This representation is used as input of a deep neural network to predict the score of this residue

 

Authors

Guillaume Pagès1 , Benoit Charmettant1,2& Sergei Grudinin1,

1Nano-D team, Inria/CNRS Grenoble, France
2Ecole CentraleSupélec
e-mail: Sergei.Grudinin @ inria.fr
 

Download

Ornate v. 0.1

References

Protein model quality assessment using 3D oriented convolutional neural networks. Guillaume Pagès, Benoit Charmettant, Sergei Grudinin. Submitted

License

All rights reserved. The academic version is free. Source code is available on demand.

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