pysummarization.computabledistance.kldivergence package

Submodules

pysummarization.computabledistance.kldivergence.js_divergence module

class pysummarization.computabledistance.kldivergence.js_divergence.JSDivergence[source]

Bases: pysummarization.computabledistance.kl_divergence.KLDivergence

Compute Jensen-Shannon divergence(JSD) between two vectors.

This class considers JSD as a kind of distance.

compute(x_arr, y_arr)[source]

Compute distance.

Parameters:
  • x_arr – np.ndarray of vectors.
  • y_arr – np.ndarray of vectors.
Retruns:
np.ndarray of distances.

Module contents