Hotfix for links in documentation

[MMenchero]

Description

This PR makes two changes:

1. Fixes links in documentation:

• Links pointing to Mintlify now point to readme.com.
• Updates some URLs.
• Fixes typos that rendered some links invalid.

2. Renames files:

• Moves the tutorial on handling missing values to the "Special topics" section. Currently is its own section.

[review-notebook-app[bot]]

Check out this pull request on 

See visual diffs & provide feedback on Jupyter Notebooks.

---

Powered by ReviewNB

[github-actions[bot]]

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 | 2.4174 | 5.704 | 0.0086 | 0.0048 | ### 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 | 3.1706 | 2.522 | 0.0058 | 0.0049 | ### 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 | 142.394 | 196.363 | 269.23 | 1331.02 | | mape | 0.0203 | 0.0234 | 0.0304 | 0.1692 | | mse | 63464.8 | 123119 | 213677 | 4.68961e+06 | | total_time | 3.1501 | 7.9614 | 0.0079 | 0.0069 | ### 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 | 522.427 | 353.528 | 398.956 | 1119.26 | | mape | 0.069 | 0.0454 | 0.0512 | 0.1583 | | mse | 966294 | 422332 | 656723 | 3.17316e+06 | | total_time | 3.0597 | 2.4537 | 0.0076 | 0.007 | ### 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 | 478.362 | 361.033 | 602.926 | 1340.95 | | mape | 0.0622 | 0.046 | 0.0787 | 0.17 | | mse | 805039 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 4.0358 | 2.7858 | 0.0078 | 0.0071 | ### Plot: 

[github-actions[bot]]

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 | 2.3423 | 2.9304 | 0.009 | 0.0053 | ### 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 | 2.3244 | 2.3397 | 0.0061 | 0.0051 | ### 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 | 142.394 | 196.363 | 269.23 | 1331.02 | | mape | 0.0203 | 0.0234 | 0.0304 | 0.1692 | | mse | 63464.7 | 123119 | 213677 | 4.68961e+06 | | total_time | 3.0769 | 2.3333 | 0.008 | 0.0071 | ### 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 | 522.427 | 353.528 | 398.956 | 1119.26 | | mape | 0.069 | 0.0454 | 0.0512 | 0.1583 | | mse | 966294 | 422332 | 656723 | 3.17316e+06 | | total_time | 2.9125 | 2.079 | 0.0075 | 0.0072 | ### 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 | 478.362 | 361.033 | 602.926 | 1340.95 | | mape | 0.0622 | 0.046 | 0.0787 | 0.17 | | mse | 805039 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 4.0188 | 2.2677 | 0.0077 | 0.0074 | ### Plot: 

[MMenchero]

This is ready for review @AzulGarza @mergenthaler

[elephaint]

Wrt missing values tutorial:

• You can only manually put the doc in the right subcategory in readme.com (by using the Admin panel). Yes, that't not ideal.... I put the missing values doc in the Special Topics subcategory.
• The bulleted list at the start doesn't render correctly; I changed it.
• I changed the title too be more dense too.
• Added a Colab badge

I included the changes for that doc in PR #340 (should be ok as this PR does not change that doc)

[MMenchero]

Added tutorial on data requirements for Getting Started section.

[github-actions[bot]]

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 | 2.3134 | 1.9664 | 0.0085 | 0.0048 | ### 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 | 2.2975 | 3.4529 | 0.0058 | 0.0048 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 2.7242 | 3.0396 | 0.0079 | 0.0068 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 3.9295 | 4.1918 | 0.0077 | 0.0071 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 6.7213 | 3.9063 | 0.0084 | 0.0077 | ### Plot: 

[github-actions[bot]]

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 | 213.935 | 199.132 | 2571.33 | 10604.2 | | total_time | 2.7464 | 2.0723 | 0.0085 | 0.0048 | ### 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 | 1.9145 | 2.9738 | 0.0058 | 0.0046 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 3.8114 | 2.9129 | 0.0077 | 0.0067 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 3.9337 | 3.308 | 0.0075 | 0.0069 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 8.9043 | 4.2285 | 0.0077 | 0.007 | ### Plot: 

[github-actions[bot]]

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 | 5.0447 | 2.1474 | 0.009 | 0.0049 | ### 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 | 4.0297 | 3.8713 | 0.0058 | 0.0047 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 2.5334 | 4.9385 | 0.0078 | 0.0085 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 4.2801 | 2.525 | 0.0075 | 0.007 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 4.7747 | 3.8637 | 0.0075 | 0.0069 | ### Plot: 

[github-actions[bot]]

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 | 2.3619 | 2.8251 | 0.0083 | 0.0047 | ### 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 | 2.9963 | 2.0027 | 0.0056 | 0.0046 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 3.2468 | 2.9872 | 0.0077 | 0.0066 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 5.1592 | 2.1734 | 0.0074 | 0.0068 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 5.0875 | 2.7735 | 0.0074 | 0.0069 | ### Plot: 

[github-actions[bot]]

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 | 213.935 | 199.132 | 2571.33 | 10604.2 | | total_time | 2.1567 | 3.5687 | 0.0087 | 0.0047 | ### 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 | 4040.22 | 4110.79 | 5928.17 | 18859.2 | | total_time | 2.4386 | 2.2484 | 0.0059 | 0.0049 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 2.4041 | 2.5491 | 0.0081 | 0.007 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 4.1714 | 3.2194 | 0.0076 | 0.0071 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 6.741 | 6.2374 | 0.0075 | 0.0069 | ### Plot: 

[github-actions[bot]]

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 | 2.3355 | 1.823 | 0.0088 | 0.0048 | ### 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 | 4040.22 | 4110.79 | 5928.17 | 18859.2 | | total_time | 2.6011 | 2.7988 | 0.0056 | 0.0046 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 2.7361 | 2.3573 | 0.0078 | 0.0068 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 3.0644 | 2.715 | 0.0075 | 0.0069 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 4.0808 | 3.1658 | 0.0075 | 0.0069 | ### Plot: 

[github-actions[bot]]

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 | 11.8831 | 7.3006 | 0.0093 | 0.0054 | ### 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 | 9.3311 | 9.8501 | 0.0068 | 0.0056 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 9.3997 | 9.5668 | 0.008 | 0.0087 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 14.1974 | 14.5262 | 0.008 | 0.0071 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 16.9779 | 19.41 | 0.0084 | 0.0073 | ### Plot: 

[github-actions[bot]]

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 | 213.935 | 199.132 | 2571.33 | 10604.2 | | total_time | 22.7945 | 22.3768 | 0.0084 | 0.0046 | ### 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 | 23.0259 | 23.8574 | 0.0061 | 0.0049 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 26.3445 | 29.2176 | 0.0081 | 0.0067 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835121 | 422332 | 656723 | 3.17316e+06 | | total_time | 26.1541 | 24.2623 | 0.0072 | 0.0067 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 25.116 | 25.9304 | 0.0075 | 0.0069 | ### Plot: 

[github-actions[bot]]

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 | 21.558 | 28.0091 | 0.0085 | 0.0049 | ### 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 | 4040.22 | 4110.79 | 5928.17 | 18859.2 | | total_time | 23.5147 | 23.628 | 0.0058 | 0.0048 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 48.8249 | 34.8141 | 0.0079 | 0.0069 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835121 | 422332 | 656723 | 3.17316e+06 | | total_time | 38.1927 | 27.1095 | 0.0075 | 0.0069 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 30.6378 | 27.6296 | 0.0077 | 0.0071 | ### Plot: 

[github-actions[bot]]

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 | 213.935 | 199.132 | 2571.33 | 10604.2 | | total_time | 25.0443 | 23.6059 | 0.0091 | 0.0051 | ### 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 | 4040.22 | 4110.79 | 5928.17 | 18859.2 | | total_time | 23.5335 | 23.2021 | 0.0061 | 0.0053 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 24.0746 | 23.2105 | 0.008 | 0.0069 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 23.2556 | 22.816 | 0.0076 | 0.007 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 23.4454 | 23.2506 | 0.0077 | 0.007 | ### Plot: 

[mergenthaler]

Thanks for the small hot fix 😆

[MMenchero]

I'm sorry, this should have 2 PRs: one for the correct links and one for the data requirements.

[github-actions[bot]]

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 | 2.5645 | 3.9435 | 0.0082 | 0.0044 | ### 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 | 3.2458 | 2.9444 | 0.0051 | 0.0044 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 3.403 | 3.9485 | 0.0073 | 0.0063 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 3.5075 | 4.9923 | 0.0069 | 0.0064 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 4.1929 | 3.5201 | 0.0069 | 0.0064 | ### Plot: 

[github-actions[bot]]

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 | 9.6195 | 9.6651 | 0.008 | 0.0044 | ### 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 | 12.7676 | 11.8563 | 0.005 | 0.0044 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 13.9954 | 17.0376 | 0.0073 | 0.0063 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 14.8902 | 19.1525 | 0.0068 | 0.0062 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 16.8993 | 22.8197 | 0.007 | 0.0064 | ### Plot: 

[github-actions[bot]]

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 | 2.2711 | 2.3761 | 0.0082 | 0.0043 | ### 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 | 2.1622 | 3.0721 | 0.0052 | 0.0043 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 2.187 | 2.4712 | 0.0074 | 0.0064 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 3.1721 | 2.2643 | 0.0068 | 0.0065 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 4.4612 | 3.7829 | 0.007 | 0.0066 | ### Plot: 

[github-actions[bot]]

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 | 2.0434 | 2.5173 | 0.0081 | 0.0044 | ### 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 | 2.8969 | 3.1959 | 0.0052 | 0.0044 | ### 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 | 196.363 | 269.23 | 1331.02 | | mape | 0.0234 | 0.0234 | 0.0304 | 0.1692 | | mse | 121588 | 123119 | 213677 | 4.68961e+06 | | total_time | 3.0713 | 2.5573 | 0.0073 | 0.0064 | ### 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 | 465.532 | 353.528 | 398.956 | 1119.26 | | mape | 0.062 | 0.0454 | 0.0512 | 0.1583 | | mse | 835120 | 422332 | 656723 | 3.17316e+06 | | total_time | 4.0031 | 2.2208 | 0.0069 | 0.0064 | ### 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 | 558.649 | 361.033 | 602.926 | 1340.95 | | mape | 0.0697 | 0.046 | 0.0787 | 0.17 | | mse | 1.22721e+06 | 441118 | 1.61572e+06 | 6.04619e+06 | | total_time | 3.8749 | 5.2241 | 0.007 | 0.0067 | ### Plot: