[FIX] Hotfix for old SDK link removal

[elephaint]

• Forgot to remove the old SDK reference link builder in docs, causing doc build failure on main (because the old category ID has been removed on readme.com)

[github-actions]

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	20.3379	13.5177	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	13.232	14.4978	0.005	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	14.4615	14.8751	0.0074	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	16.7123	16.5608	0.007	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	23.53	24.9534	0.0071	0.0065

Plot: