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Jubatus 0.6.0機能紹介 将平 株式会社Preferred Infrastructure [email protected]

Jubatus 0.6.0 新機能紹介

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Jubatus Casual Talks#3で発表した

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  • 1. Jubatus 0.6.0 Preferred Infrastructure [email protected]
  • 2. ! NTT SIC*Preferred Infrastructure ! 201110OSS http://jubat.us/ Jubatus 2 * NTT
  • 3. 3
  • 4. 0.6.02014623 ! ! ! string_rules ! classifier delete_class ! nearest_neighbor_recommender clear_row ! ! Jubatus jubatus_core ! nearest_neighbor *_row_from_data *_row_from_datum ! anomaly add lof light_lof ! 4
  • 5. 5
  • 6. 0.6.02014623 ! ! ! string_rules ! classifier delete_class ! nearest_neighbor_recommender clear_row ! ! Jubatus jubatus_core ! nearest_neighbor *_row_from_data *_row_from_datum ! anomaly add lof light_lof ! 6
  • 7. jubatus_core 7
  • 8. jubatusjubatus_core ! jubatus_core ! ! jubatus/core ! jubatus ! ! clientserver 8
  • 9. 9
  • 10. 10 MIXJubatus
  • 11. 0.6.02014623 ! ! ! string_rules ! classifier delete_class ! nearest_neighbor_recommender clear_row ! ! Jubatus jubatus_core ! nearest_neighbor *_row_from_data *_row_from_datum ! anomaly add lof light_lof ! 11
  • 12. ! ! anomaly &recommender (nearest neighbor) ! ! classifier ! ! ! ! ! 12
  • 13. anomaly 13 Least-Recently-Used 4096 UsedUpdate Read
  • 14. 0.6.02014623 ! ! ! string_rules ! classifier delete_class ! nearest_neighbor_recommender clear_row ! ! Jubatus jubatus_core ! nearest_neighbor *_row_from_data *_row_from_datum ! anomaly add lof light_lof ! 14
  • 15. string_rules ! 0.5.x ! string_rulesword_splitter ! 0.6.0 ! sfv_tJubatus 15
  • 16. 0.6.02014623 ! ! ! string_rules ! classifier delete_class ! nearest_neighbor_recommender clear_row ! ! Jubatus jubatus_core ! nearest_neighbor *_row_from_data *_row_from_datum ! anomaly add lof light_lof ! 16
  • 17. classifierdelete_class ! 0.5.x ! ! ! ! ! 0.6.0 ! ! training 17
  • 18. delete_classdelete_label 18
  • 19. 0.6.02014623 ! ! ! string_rules ! classifier delete_class ! nearest_neighbor_recommender clear_row ! ! Jubatus jubatus_core ! nearest_neighbor *_row_from_data *_row_from_datum ! anomaly add lof light_lof ! 19
  • 20. Jubatus 0.6.0 20