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TODO

  • rename positivity_constraint to negativity_constraint - or flip some signs!
  • implement customized kkt solver for inner qp (should we?)
  • make tests faster:
    • use OneSlackSSVM more in tests
  • constraint pruning in n-slack SSVM
  • finish multilabel
  • missing examples:
    • handwritten sequence classification example
    • more chain CRFs - POS tagging?
    • submodular CRFs - segmentation?
  • make more examples plot examples
  • replace pairwise tri code with scipy.spatial.squareform
  • in subgradient ssvm: Decouple updates from shrinking w (aka commulative penalty).
  • remove EdgeTypeGraphCRF
  • allow for warm starts in inference during learning