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add monthly seasonality #169

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shi-yu-wang
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Added windstats_monthly.py to include monthly seasonality to windstats.py.

Add windstats_monthly.py
update comments in windstats_monthly.py
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@shi-yu-wang
I approved the PR but you may need to fix the PR tests

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@shi-yu-wang I approved the PR but you may need to fix the PR tests

Hi @Emerald01, thank you for the response.

I have looked into the unitest, which includes https://github.com/salesforce/Merlion/blob/main/tests/anomaly/test_dpad.py. It seems that this test does not use the code to be merged (windstats_monthly.py) at all. Instead, it calls DeepPointAnomalyDetector and DeepPointAnomalyDetectorConfig. I'm not sure if the failure is associated the feature to be merged. Could you double check this? Many thanks!

All the best,
Shiyu

@shi-yu-wang shi-yu-wang self-assigned this Jun 11, 2024
@Emerald01 Emerald01 closed this Jun 20, 2024
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