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[docs] add note on flexible multiplicativity from prophet #1268

Merged
merged 1 commit into from
Apr 14, 2023
Merged

[docs] add note on flexible multiplicativity from prophet #1268

merged 1 commit into from
Apr 14, 2023

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noxan
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@noxan noxan commented Apr 14, 2023

Close #391

@noxan noxan added this to the Release 0.6.0 milestone Apr 14, 2023
@noxan noxan self-assigned this Apr 14, 2023
@noxan noxan added the status: needs review PR needs to be reviewed by Reviewer(s) label Apr 14, 2023
@noxan noxan merged commit 7edaa99 into main Apr 14, 2023
@noxan noxan deleted the 391-add-to-documentation-multiplicativity-is-decoupled-from-seasonality-in-np-unlike-prophet branch April 14, 2023 22:19
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Model Benchmark

Benchmark Metric main current diff
AirPassengers MAE_val - 15.2698 -
AirPassengers RMSE_val - 19.4209 -
AirPassengers Loss_val - 0.0019 -
AirPassengers MAE - 9.829 -
AirPassengers RMSE - 11.7006 -
AirPassengers Loss - 0.0006 -
AirPassengers time - 6.42 -
YosemiteTemps MAE_val - 1.713 -
YosemiteTemps RMSE_val - 2.2607 -
YosemiteTemps Loss_val - 0.001 -
YosemiteTemps MAE - 1.4519 -
YosemiteTemps RMSE - 2.1672 -
YosemiteTemps Loss - 0.0007 -
YosemiteTemps time - 147.97 -
PeytonManning MAE_val - 0.5816 -
PeytonManning RMSE_val - 0.7222 -
PeytonManning Loss_val - 0.0124 -
PeytonManning MAE - 0.4167 -
PeytonManning RMSE - 0.5596 -
PeytonManning Loss - 0.0061 -
PeytonManning time - 18.18 -
Model training plots

Model Training

PeytonManning

YosemiteTemps

AirPassengers

@noxan noxan modified the milestones: Release 0.6.0rc1, Release 0.6.0 Apr 17, 2023
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@ourownstory ourownstory ourownstory approved these changes

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Add to documentation: Multiplicativity is decoupled from seasonality in NP, unlike Prophet
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