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Deep Clustering with Convolutional Autoencoders (DCEC)

Fork from https://github.com/XifengGuo/DCEC.git

Adaptation of DCEC to the clustering of air traffic trajectories for the traffic library.

Implemented with keras and tensorflow 2.

Make sure to properly install:

  • traffic

  • keras + tensorflow (or tensorflow-gpu) 2.0 or greater:

    To install tensorflow-gpu 2.0 and related cuda libraries (cudatoolkit 10.0 & cudnn 7.6), it is easier to use conda: conda install tensorflow-gpu

  • artefact (only for notebook plots)

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