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The app already does this -- it would just be a convenience function to tidy up the API:
Basically a method that removes any columns except 'bf_indices', 'thresholds' and 'bf_norms' (and a user-provided list of cols to keep)
edf=EmbeddedDataFrame(df, embedder)
edf.anonymise()
# or edf.anonymise(cols_to_keep = ['idx']) to keep the 'idx' columnedf.to_json('path/to/file.json')
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