kokikwbt/awsom

AWSOM: Arbitrary Window Stream mOdeling Method

Unofficial Python implementation of AWSOM for the purpose of studying.

References

• Papadimitriou, Spiros, Anthony Brockwell, and Christos Faloutsos.
  Adaptive, hands-off stream mining.
  In Proceedings 2003 VLDB Conference. Morgan Kaufmann, 2003.

TODO

• Implementation of more mother wavelets (e.g., 'db6')
• Implementation of the model selection scheme