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facebookresearch / Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
MIT License
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Can I get meta-dataset in your meta-learning experiment? #133

Closed 17011813 closed 2 years ago

17011813 commented 3 years ago

Hello, I'm really glad to learn meta-learning with your paper and git code.

I tried Kats/tutorials/kats_204_metalearning.ipynb code and read the paper "Self-supervised learning for fast and scalable time series hyper-parameter tuning". I wanna get the Facebook Infrastructure metadata and M3 metadata that you used in this paper and code.

If you can't offer those metadata, just let me know how to get Facebook Infrastructure raw time series data and M3 raw time series data.

Thanks for your kind and awesome paper and code.

swimmingCreative commented 2 years ago

I don't know where to get the Facebook Infrastructure metadata, but you can get M3 metadata by yourself. The M3 data is in: https://forecasters.org/resources/time-series-data/m3-competition/

Refer to tutorial 204, You can get metadata by yourself.

yangbk560 commented 2 years ago

Hi @17011813, sorry that we cannot provide raw data/metadata of Facebook Infrastructure. For m3 data set, there is a file "m3_meta_data.csv" in our code base.