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Double stochastic

Daniel Lehmberg requested to merge double_stochastic into 1.1.x
  • test that OOS mapping is close for same points in cdist (problem could be the zero-diagonal kernel that is considered important in [1])
  • make circlefrom [1] and make as unittest
  • make cdist_kwargs more flexible to clearly distinguish all normalization cases (see [1])
  • generalize the bi-stochastic normalization for sparse matrices

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