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thuml / Autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
MIT License
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decomposition visualization #115

Closed zhouliang-yu closed 1 year ago

zhouliang-yu commented 1 year ago

Hey, Thx so much for sharing this repo. I have some sort of questions related to the decomposition visualization： what is the tool to visualize the decomposed seasonal and trend series, any util API provided in your code? R4eZq.png

wuhaixu2016 commented 1 year ago

Hi, you can directly adopt the visual function in https://github.com/thuml/Autoformer/blob/main/utils/tools.py. The visualized components are trend_part and seasonal_part in line 94 of https://github.com/thuml/Autoformer/blob/main/models/Autoformer.py

zhouliang-yu commented 1 year ago

yeah its cool，thx！

发件人: wuhaixu2016 @.> 发送时间: Saturday, February 11, 2023 9:40:48 PM 收件人: thuml/Autoformer @.> 抄送: Zhouliang Yu (SDS, 120040077) @.>; Author @.> 主题: Re: [thuml/Autoformer] decomposition visualization (Issue #115)

Hi, you can directly adopt the visual function in https://github.com/thuml/Autoformer/blob/main/utils/tools.py. The visualized components are trend_part and seasonal_part in line 94 of https://github.com/thuml/Autoformer/blob/main/models/Autoformer.py

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