v0.0.1.dev7

metrics

• dual flatness metric
  • measures linearity and ordering of latent traversals
  • ordering over randomly sampled embeddings compared to ground truth factors

utils

• torch math helper functions
  • Covariance matrix
  • Pearson's correlation matrix
  • Spearman's rank correlation matrix
  • Generalised mean (p from -inf to inf, special cases for harmonic, geometric, arithmetic, min, max, quadratic means)

state spaces

• fixes for pos_to_idx and idx_to_pos with array sizes with more than 1 dimension (excluding last factor or idx dim)