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[FIX] Add tests for custom endpoint and abstract call api method #143

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merged 1 commit into from
Nov 1, 2023

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This PR fixes #141 and adds the _call_api method that handles any request to the API.

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github-actions bot commented Nov 1, 2023

Experiment 1: air-passengers

Description:

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

Results:

metric TimeGPT SeasonalNaive Naive
mae 12.6793 47.8333 76
mape 0.027 0.0999 0.1425
mse 213.936 2571.33 10604.2
total_time 5.3525 8.0159 0.7256

Plot:

Experiment 2: air-passengers

Description:

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

Results:

metric TimeGPT SeasonalNaive Naive
mae 58.1031 71.25 115.25
mape 0.1257 0.1552 0.2358
mse 4040.21 5928.17 18859.2
total_time 2.7818 0.0069 0.0066

Plot:

Experiment 3: electricity-multiple-series

Description:

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

Results:

metric TimeGPT SeasonalNaive Naive
mae 4.8617 5.6289 5.2381
mape 0.6816 0.7654 0.6328
mse 40.5749 63.023 50.8454
total_time 3.2147 0.0153 0.0165

Plot:

Experiment 4: electricity-multiple-series

Description:

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

Results:

metric TimeGPT SeasonalNaive Naive
mae 8.3102 9.3176 12.6464
mape 1.382 1.0786 1.4208
mse 165.13 202.596 336.086
total_time 3.2646 0.0175 0.016

Plot:

Experiment 5: electricity-multiple-series-with-ex-vars

Description:

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

Results:

metric TimeGPT SeasonalNaive Naive
mae 5.5206 5.6289 5.2381
mape 0.4674 0.7654 0.6328
mse 40.9623 63.023 50.8454
total_time 3.7457 0.8022 0.479

Plot:

Experiment 6: electricity-multiple-series-with-ex-vars

Description:

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

Results:

metric TimeGPT SeasonalNaive Naive
mae 7.5605 9.3176 12.6464
mape 1.371 1.0786 1.4208
mse 135.78 202.596 336.086
total_time 3.8797 0.0209 0.0196

Plot:

@AzulGarza AzulGarza merged commit 38fa0c5 into main Nov 1, 2023
8 of 11 checks passed
@AzulGarza AzulGarza deleted the fix/custom-endpoint branch November 1, 2023 03:13
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[BUG] Add test for custom url api
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