Open-source alternatives to M4 Methods

The Alibaba Cluster Trace Program is published by Alibaba Group. By providing cluster trace from real production, the program helps the researchers, students and people who are interested in the field to get better understanding of the characterastics of modern internet data centers (IDC's) and…

EasyTPP: Towards Open Benchmarking Temporal Point Processes

Published in: Data Mining and Knowledge Discovery, 2023

The problem of time series segmentation (TSS) is to find a meaningful segmentation of a time series (TS) that captures a data-generating process with distinct states and transitions. We consider a segmentation meaningful, if the change points (CPs) between two consecutive segments correspond to…

Hendricks, Lisa Anne, et al. "Localizing Moments in Video with Temporal Language." EMNLP (2018).