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osdr-gnn-customized's Introduction

My modification of OSDR-GNN for customized prediction on materials

"GNN" directory: training of the GNN on OSDR dataset for prediction on materials.

On line 18 of "train.py", change the global variable to indicate whether to train on materials or on teir functions (original implementation).

material = True

(2021/07/27 Update): Added new dataset (v6) with new attribute "manufac_type"

  1. Debugged the dataset so that the columns match the previous version (v3).
  2. Modified the data processing code to take into account the new attribute (feature).

Original Information

ADS-OSU-Assembly-Graph

Ongoing collaboration between Autodesk and Oregon State University concerning the creation of assembly-flow based knowledge graphs to infer function

Build Status

Based in Python

Code Dependencies

  • networkX
  • CSV
  • numpy

Meta

Vincenzo Ferrero - [email protected]

Daniele Grandi - [email protected]

Kaveh Hassani - [email protected]

Distributed under the MIT License. See LICENSE for more information.

Contributing

  1. Fork it (https://github.com/yourname/yourproject/fork)
  2. Create your feature branch
  3. Commit your changes
  4. Push to the branch
  5. Create a new Pull Request

osdr-gnn-customized's People

Contributors

brandonbian avatar vincenzoferrero avatar danielegrandi-adsk avatar

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