Adding Azure getting started doc

[tracykteal]

Adding a Getting Started guide for working starting with TimeGEN-1 on Azure

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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	12.0764	2.6399	0.0057	0.0041

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	1.9069	1.4244	0.0044	0.004

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	268.121	269.23	1331.02
mape	0.0234	0.0311	0.0304	0.1692
mse	121588	219457	213677	4.68961e+06
total_time	0.7591	2.2135	0.0056	0.0049

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	346.984	398.956	1119.26
mape	0.062	0.0437	0.0512	0.1583
mse	835120	403787	656723	3.17316e+06
total_time	1.3465	1.4242	0.0057	0.0051

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	459.769	602.926	1340.95
mape	0.0697	0.0566	0.0787	0.17
mse	1.22721e+06	739135	1.61572e+06	6.04619e+06
total_time	0.9363	1.0063	0.0058	0.0052

Plot:

[AzulGarza]

thank you so much @tracykteal! we definitely needed a tutorial on azure.:)

i noticed that the images are not being displayed

[AzulGarza]

we can remove fixing the version. msft deployed v2, and @jmoralez is working on adapting the sdk. 🎉

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[tracykteal]

Thanks! I updated the install instructions to remove the version information.

I moved the images to a more relevant location in the instructions, but still figuring out how they can appear in the preview correctly.

[jmoralez]

Why are we not using markdown everywhere? That works in PRs, the main branch and the mintlify docs, does it not work with readme.com? html tags with absolute links seems to be just asking for trouble

[tracykteal]

Agree on markdown! I thought it was an issue with readme.com though?

[tracykteal]

The images do work for me locally. Since we need to put in the full path for the images, but the images aren't in that path yet, because they're a part of the PR, is there a way to get them to render correctly for the preview? Or do I not have the paths correct for when they're on the site?

Thanks so much!