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User contributed tutorial: Bayesian Hierarchical Stacking case study (#…
…1161) * Add Bayesian Hierarchical Stacking case study * add some comments / document some parts * add some titles * use numpyro.plate, expand * move image to docs/source/_static/img/tutorials * use nested numpyro.plate * use nested numpyro.plate * revert accidental change to linear regression nb * run black formatter * vectorise for loop * add thumbnail to docs landing page * remove jpeg file * correct jax random key usage
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