gemmr.sample_analysis.postproc.weights_pairwise_cossim_stats

gemmr.sample_analysis.postproc.weights_pairwise_cossim_stats(res, qs=(0.025, 0.5, 0.975), datavar_suffix='')

Calculate cosine similarity between weights for all pairs of repetitions.

Provides outcome metrics x_weights_pairwise_cossim_stats and y_weights_pairwise_cossim_stats.

Parameters:

  • res (xr.Dataset) – comprising all analysis outcomes

  • qs (tuple of floats between 0 and 1) – quantiles to calculate

  • datavar_suffix (str) – if not '', '_'+suffix is appended to outcome variable to identify outcome and result label