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Tutorial example for classification #98

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yadav-sachin
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closes #62

Adding an example for classification task using GP.
Here I have used a simple binary classification task on XOR Dataset for demonstration.

This tutorial is adapted from: https://github.com/prog-ml/prog-ml.github.io/blob/main/notebooks/gaussian_processes/pyro-binary-classification.ipynb

@yadav-sachin yadav-sachin changed the title [WIP] Creating a tutorial example for classification [WIP] A tutorial example for classification May 27, 2022
docs/tutorials/gp-classification.ipynb Outdated Show resolved Hide resolved
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"mcmc = numpyro.infer.MCMC(\n",
" nuts_kernel,\n",
" num_warmup=1000,\n",
" num_samples=1000,\n",
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It's currently taking too long to build.
Should I reduce the num_samples, and num_warmup (to 500)?

@yadav-sachin yadav-sachin changed the title [WIP] A tutorial example for classification Tutorial example for classification May 28, 2022
@yadav-sachin yadav-sachin requested a review from dfm May 28, 2022 18:40
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Waiting for initial review @dfm

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Closing because of inactivity

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Creating a tutorial example for classification
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