AtsPy: Automated Time Series Forecasting in Python

Derek Snow
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引用次数: 2

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.
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Python中的自动时间序列预测
这篇简短的报告讨论了最近兴起的程序化时间序列方法。这十年见证了商业和开源时间序列工具的激增,这就需要对公开可用的工具进行说明。与此调查相结合,开发了开源自动化时间序列框架AtsPy作为工作原型,以展示最先进的单变量时间序列方法的能力。
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