2月22日打卡学习记录 一开始把Aliyun和Docker账号搞混了，出了很多模型奇妙的bug最后还是好不容易在最后关头跑通了。。太难了我的天。 通过pycharm终端构建图像 将图像推送到我的注册表 成功记录得分：-16 2月26日打卡学习记录 因为数据很多，所以我们使用tsfresh来生成功能，只是一个自动的功能工程，然后套入了模型。 后续思路是使用transformer来进行预测。

APPLIED ECONOMETRIC TIME SERIES BY WALTER ENDERS University of Alabama

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This book synthesizes these recent advances and makes them accessible to first-year graduate students. James Hamilton provides the first adequate text-book treatments of important innovations such as vector autoregressions, generalized method of moments, the economic and statistical consequences of unit roots, time-varying variances, and nonlinear time series models. In addition, he presents basic tools for analyzing dynamic systems (including linear representations, autocovariance generating functions, spectral analysis, and the Kalman filter) in a way that integrates economic theory with the practical difficulties of analyzing and interpreting real-world data. Time Series Analysis fills an important need for a textbook that integrates economic theory, econometrics, and new results. The book is intended to provide students and researchers with a self-contained survey of time series analysis. It starts from first principles and should be readily accessible to any beginning graduate student, while it is also intended to serve as a reference book for researchers.

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