TDAmeritrade/stumpy v1.0.0

STUMPY is a powerful and scalable Python library that can be used for a variety of time series data mining tasks such as:

• pattern/motif (approximately repeated subsequences within a longer time series) discovery
• anomaly/novelty (discord) discovery
• shapelet discovery
• semantic segmentation
• density estimation
• time series chains (temporally ordered set of subsequence patterns)
• and more ...

Whether you are an academic, data scientist, software developer, or time series enthusiast, STUMPY is straightforward to install and allows you to compute the matrix profile in the most efficient way. Our goal is to allow you to get to your time series insights faster. See documentation for more information.