Howdy folks... Just saw this come across another forum I follow and it looks right up the alley of folks here. Anyone played with it yet?
STUMPY is a powerful and scalable library that efficiently computes something called the matrix profile, which 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...
Link Liang
Hi Chris,
Thanks for your suggestion! We will definitely consider it and add to our roadmap.
Sean Law
Hi all,
I am the creator of STUMPY and thank you for your interest in our open source library. Please let us know through our Github issues if you have any questions and we'd be happy to discuss. We look forward to hearing more about your use cases!
Jared Broad
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
Chris J.T. Auld
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
To unlock posting to the community forums please complete at least 30% of Boot Camp.
You can continue your Boot Camp training progress from the terminal. We hope to see you in the community soon!