Point convolutional neural networks by extension operators

Information

• Paper topic: Geometry
• Software type: Code
• Able to run a replicability test: False
• Replicability score: 0
• Software language: Python
• License: unspecified
• Build mechanism: Not applicable (python, Matlab..)
• Dependencies: tensorflow / pyhocon / h5py
• Documentation score {0,1,2}: 0
• Reviewer: David Coeurjolly <david.coeurjolly@liris.cnrs.fr>
• Time spent for the test (build->first run, timeout at 100min): 40min

Source code information

• Code URL: https://github.com/matanatz/pcnn
• Git commit hash: 69a739b61e6e5cb32a666e2531bcd39f623936ce
• Software Heritage link:

Comments

I needed to install tensorflow and pyhocon manually. No trained models are given and I wasn't able to generate the models from the (provided) training data (timeout, 250 epoch required and the train.py refused to consider my GPU and thus did the training on CPU). 

After a single epoch, the evaluation script fails (version issue of the provider package?): 

AttributeError: module 'provider' has no attribute 'ClassificationProvider'

If you want to contribute with another review, please follow these instructions.

Please consider to cut/paste/edit the raw JSON data attached to this paper.