remmarp/change-point-detection-in-a-sequence-of-bags-of-data

[online change detection] This repo contains implementation of 'change-point detection in a sequence of bags-of-data' with python.

change-point-detection-in-a-sequence-of-bags-of-data

This repo contains implementation of 'change-point detection in a sequence of bags-of-data' with python. Note that this is not an official repo for the paper.

With a toy example, this repo tries to detect cpd.

With change-point score based on log likelihood ratio

CPD Results with Data

CP score

Adaptive theresholding (Gamma)

With change-point score based on symmetrized KL divergence

CPD Results with Data

CP score

Adaptive theresholding (Gamma)