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The src folder contains a file mkProjections.py which shows how to use the tensornets library to extract the projected data points at each layer. Right now, it tries to store all the data on disk (in the projections folder), but this is too much data.

So, you need to:

  • Modify the code so that it writes only a single layer to disk
  • Write another python script that takes that layer as input and outputs a bar code/persistence diagram
  • Write a shell script that automates this process by calling mkProjections.py, then calling the other script, then deletes the intermediate results, then repeats the loop

There's about 10T free in the /data partition right now, but try to keep your usage down in the 1T range as things might start breaking if the disk gets full.

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