{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/atspy-automated-time-series-forecasting-in","title":"AtsPy: Automated Time Series Forecasting in Python","arxiv_id":null,"date":"2020-05-14","proceeding":"The Alan Turing Institute 2020 5","authors":["Derek Snow"],"abstract":"This short report deals with the recent rise of programmatic time series methods. This decade has witnessed the proliferation of commercial and open source time-series tooling, which calls for an exposition of what is publicly available. In tandem with this survey, AtsPy, an open source automated time series framework is developed as a working prototype to showcase the ability of state of the art univariate time series methods.","url_abs":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3580631","url_pdf":"https://poseidon01.ssrn.com/delivery.php?ID=707091125114113026107095123106012077118020024084061089000004119106020064002075106096026057102032006102108123122117114083097012038034045078021105097124103065089098001069030017007065001016083087005002028016069112115112083121104114122001107118013017105025&EXT=pdf&INDEX=TRUE","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"atspy-automated-time-series-forecasting-in","repo_url":"https://github.com/firmai/atspy","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"tf","reach":null}],"tasks":[{"task_slug":"survey","task_name":"Survey"},{"task_slug":"time-series-1","task_name":"Time Series"},{"task_slug":"time-series","task_name":"Time Series Analysis"},{"task_slug":"time-series-forecasting","task_name":"Time Series Forecasting"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}