Deep GP Classification

[Homesh01]

Is it possible to use this package for classification or is it restricted to regression at the moment?

[jameshensman]

Regression only at the moment I'm afraid.

On 18 April 2016 at 18:57, IrishBeast1 [email protected] wrote:

Is it possible to use this package for classification or is it restricted
to regression at the moment?

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#6

[Homesh01]

Is there any future plans to extend to classification?

On Mon, Apr 18, 2016 at 7:23 PM, James Hensman [email protected]
wrote:

Regression only at the moment I'm afraid.

On 18 April 2016 at 18:57, IrishBeast1 [email protected] wrote:

Is it possible to use this package for classification or is it restricted
to regression at the moment?

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#6 (comment)

[jameshensman]

Nope, feel free to write the paper :)

On 18 April 2016 at 19:25, IrishBeast1 [email protected] wrote:

Is there any future plans to extend to classification?

On Mon, Apr 18, 2016 at 7:23 PM, James Hensman [email protected]
wrote:

Regression only at the moment I'm afraid.

On 18 April 2016 at 18:57, IrishBeast1 [email protected] wrote:

Is it possible to use this package for classification or is it
restricted
to regression at the moment?

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#6

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#6 (comment)

[lawrennd]

That would be the general idea, yes!

There are a few different ways to do classification that depend on the
scale of your data. We're also planning on looking at general likelihoods
in these models but it would be great if you did something too.

On Tue, Apr 19, 2016 at 9:36 PM, IrishBeast1 [email protected]
wrote:

Suppose I wanted to create code to implement classification.

Is it possible to use the deep GP package for the latent variables and then
use function from the GPy package for the last step?
Would that be the correct way to approach classification?

On Mon, Apr 18, 2016 at 8:14 PM, James Hensman [email protected]
wrote:

Nope, feel free to write the paper :)

On 18 April 2016 at 19:25, IrishBeast1 [email protected] wrote:

Is there any future plans to extend to classification?

On Mon, Apr 18, 2016 at 7:23 PM, James Hensman <
[email protected]

wrote:

Regression only at the moment I'm afraid.

On 18 April 2016 at 18:57, IrishBeast1 [email protected]
wrote:

Is it possible to use this package for classification or is it
restricted
to regression at the moment?

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#6

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<
https://github.com/SheffieldML/deepGPy/issues/6#issuecomment-211513609>

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https://github.com/SheffieldML/deepGPy/issues/6#issuecomment-211514780>

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