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v0.0.12

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@MaksimEkin MaksimEkin released this 01 Apr 17:08
· 129 commits to main since this release
943a50c
  • Added ability to plot both silhouttes of latent patterns (W matrix) and the latent clusters (H matrix) to assist selecting the number of hidden patterns and the corresponding number of hidden clusters.
  • predict_k_method default is changed to "sill".
  • NMFk plot will no longer include the blue relative error line when calculate_error=False.
  • New predict_k_method="sill" will predict k based on:
    • The maximum k where W silhoutte is above the threshold sill_thresh: Wk
    • The maximum k where H silhoutte is above the threshold sill_thresh: Hk
    • Final k, or number of hidden signals, will be k=min(Wk, Hk).