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SheffieldML / deepGPy

Deep GPs with GPy
BSD 3-Clause "New" or "Revised" License
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Deep GP Classification #6

Open Homesh01 opened 8 years ago

Homesh01 commented 8 years ago

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

jameshensman commented 8 years ago

Regression only at the moment I'm afraid.

On 18 April 2016 at 18:57, IrishBeast1 notifications@github.com wrote:

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

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Homesh01 commented 8 years ago

Is there any future plans to extend to classification?

On Mon, Apr 18, 2016 at 7:23 PM, James Hensman notifications@github.com wrote:

Regression only at the moment I'm afraid.

On 18 April 2016 at 18:57, IrishBeast1 notifications@github.com wrote:

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

— You are receiving this because you are subscribed to this thread. Reply to this email directly or view it on GitHub https://github.com/SheffieldML/deepGPy/issues/6

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jameshensman commented 8 years ago

Nope, feel free to write the paper :)

On 18 April 2016 at 19:25, IrishBeast1 notifications@github.com wrote:

Is there any future plans to extend to classification?

On Mon, Apr 18, 2016 at 7:23 PM, James Hensman notifications@github.com wrote:

Regression only at the moment I'm afraid.

On 18 April 2016 at 18:57, IrishBeast1 notifications@github.com wrote:

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

— You are receiving this because you are subscribed to this thread. Reply to this email directly or view it on GitHub https://github.com/SheffieldML/deepGPy/issues/6

— You are receiving this because you authored the thread. Reply to this email directly or view it on GitHub https://github.com/SheffieldML/deepGPy/issues/6#issuecomment-211513609

— You are receiving this because you commented. Reply to this email directly or view it on GitHub https://github.com/SheffieldML/deepGPy/issues/6#issuecomment-211514780

lawrennd commented 8 years ago

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 notifications@github.com 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 notifications@github.com wrote:

Nope, feel free to write the paper :)

On 18 April 2016 at 19:25, IrishBeast1 notifications@github.com wrote:

Is there any future plans to extend to classification?

On Mon, Apr 18, 2016 at 7:23 PM, James Hensman < notifications@github.com

wrote:

Regression only at the moment I'm afraid.

On 18 April 2016 at 18:57, IrishBeast1 notifications@github.com wrote:

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

— You are receiving this because you are subscribed to this thread. Reply to this email directly or view it on GitHub https://github.com/SheffieldML/deepGPy/issues/6

— You are receiving this because you authored the thread. Reply to this email directly or view it on GitHub < https://github.com/SheffieldML/deepGPy/issues/6#issuecomment-211513609>

— You are receiving this because you commented. Reply to this email directly or view it on GitHub < https://github.com/SheffieldML/deepGPy/issues/6#issuecomment-211514780>

— You are receiving this because you authored the thread. Reply to this email directly or view it on GitHub https://github.com/SheffieldML/deepGPy/issues/6#issuecomment-211535931

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