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Algo: time series forecasting tweaks #86

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merged 2 commits into from
Jan 9, 2024
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@zqzten zqzten commented Jan 9, 2024

What type of PR is this?

/kind cleanup
/kind algorithm

What this PR does / why we need it:

This PR contains some tweaks for the time series forecasting algorithm. One thing should be noticed that it removes day feature for minute freq which would result in:

  • minute freq would no longer capture monthly periodic features
  • users can use at least one week's history to train tsf model with minute freq (previously one month needed which is a bit overkill for this freq)

Signed-off-by: Zach Zhu <zzqshu@126.com>
Signed-off-by: Zach Zhu <zzqshu@126.com>
@zqzten zqzten added kind/cleanup Categorizes issue or PR as related to cleaning up code, process, or technical debt. kind/algorithm Categorizes issue or PR as related to algorithm. labels Jan 9, 2024
@zqzten zqzten added this to the algorithm-v0.2 milestone Jan 9, 2024
@zqzten zqzten requested a review from dayko2019 January 9, 2024 11:43
@dayko2019 dayko2019 merged commit 7a7e46a into traas-stack:main Jan 9, 2024
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@zqzten zqzten deleted the algorithm branch January 9, 2024 12:15
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2 participants