The ocd R
package provides the S3 class ChangepointDetector
that processes data sequentially and aims to detect change as soon as it occurs online subject to false alarm rates.
Chen, Y., Wang, T. and Samworth, R. J. (2020) High-dimensional multiscale online changepoint detection Preprint. arxiv:2003.03668.