autoTS is an automated system for time series analysis that uses semnatic workflows to represent sophisticated methods and their constraints. AutoTs extends the WINGS workflow system with new capbilities to cutomize general methods to specific datasets based on key characteristics of the data.
The methods are encapsulated in the Pyleoclim package
This repository contains the following:
- Notebooks the describe a certain methodology and workflow strategies
- Sample data with know characteristics (e.g. periodicity, noise, amount of missing data) to test the methods and workflow strategies.
- Code to automatically profile data (e.g. trend)
Fore more information about the project, visit our website.
Please report issues to firstname.lastname@example.org
The material on this repository is licensed under the Apache 2.0 License.
This research is funded by JP Morgan Chase & Co. Any views or opinions expressed herein are solely those of the authors listed, and may differ from the views and opinions expressed by JP Morgan Chase & Co. or its affilitates. This material is not a product of the Research Department of J.P. Morgan Securities LLC. This material should not be construed as an individual recommendation of for any particular client and is not intended as a recommendation of particular securities, financial instruments or strategies for a particular client. This material does not constitute a solicitation or offer in any jurisdiction.