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[DOCS] Fixes two docs issues #570

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merged 3 commits into from
Dec 16, 2024
Merged

[DOCS] Fixes two docs issues #570

merged 3 commits into from
Dec 16, 2024

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elephaint
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@elephaint elephaint commented Dec 16, 2024

  • Fixes hierarchical forecasting example to reflect changes made to the API of HierarchicalForecast.
  • Fixes pricing not appearing on Mintlify by correcting the link to support Didn't fix it

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github-actions bot commented Dec 16, 2024

Experiment Results

Experiment 1: air-passengers

Description:

variable experiment
h 12
season_length 12
freq MS
level None
n_windows 1

Results:

metric timegpt-1 timegpt-1-long-horizon SeasonalNaive Naive
mae 12.6793 11.0623 47.8333 76
mape 0.027 0.0232 0.0999 0.1425
mse 213.936 199.132 2571.33 10604.2
total_time 0.663 0.4806 0.0047 0.0033

Plot:

Experiment 2: air-passengers

Description:

variable experiment
h 24
season_length 12
freq MS
level None
n_windows 1

Results:

metric timegpt-1 timegpt-1-long-horizon SeasonalNaive Naive
mae 58.1031 58.4587 71.25 115.25
mape 0.1257 0.1267 0.1552 0.2358
mse 4040.21 4110.79 5928.17 18859.2
total_time 0.602 1.1516 0.0038 0.0033

Plot:

Experiment 3: electricity-multiple-series

Description:

variable experiment
h 24
season_length 24
freq H
level None
n_windows 1

Results:

metric timegpt-1 timegpt-1-long-horizon SeasonalNaive Naive
mae 178.293 268.13 269.23 1331.02
mape 0.0234 0.0311 0.0304 0.1692
mse 121589 219485 213677 4.68961e+06
total_time 0.3299 0.425 0.0048 0.0042

Plot:

Experiment 4: electricity-multiple-series

Description:

variable experiment
h 168
season_length 24
freq H
level None
n_windows 1

Results:

metric timegpt-1 timegpt-1-long-horizon SeasonalNaive Naive
mae 465.497 346.972 398.956 1119.26
mape 0.062 0.0436 0.0512 0.1583
mse 835021 403760 656723 3.17316e+06
total_time 0.5871 1.1017 0.0049 0.0043

Plot:

Experiment 5: electricity-multiple-series

Description:

variable experiment
h 336
season_length 24
freq H
level None
n_windows 1

Results:

metric timegpt-1 timegpt-1-long-horizon SeasonalNaive Naive
mae 558.673 459.757 602.926 1340.95
mape 0.0697 0.0565 0.0787 0.17
mse 1.22723e+06 739114 1.61572e+06 6.04619e+06
total_time 0.5117 0.9245 0.005 0.0044

Plot:

@elephaint elephaint changed the title [DOCS] Fixes hierarchical example [DOCS] Fixes two docs issues Dec 16, 2024
@jmoralez jmoralez removed the fix label Dec 16, 2024
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@jmoralez jmoralez left a comment

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There can only be one label per PR, so I removed the fix one.

@elephaint elephaint merged commit 7c39b7f into main Dec 16, 2024
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@elephaint elephaint deleted the fix/docs_issues branch December 16, 2024 22:29
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