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Source code for the experiments in my blog on Bayesian hierarchical modeling

Home Page: https://towardsdatascience.com/introduction-to-hierarchical-modeling-a5c7b2ebb1ca

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bayesian-methods data-science hierarchical-modeling machine-learning multi-level-modeling

hierarchical-model-blog's Introduction

Hi there 👋, I'm Surya Krishnamurthy

🔭 I’m currently working on machine learning, deep learning challenges
👯 I’m looking to contribute to more open-source projects and research work
😄 Pronouns: He/His
💬 Ask me about autoML, machine learning interpretibility, deep learning, low-shot learning and bayesian methods

🔧 Tech/Tools I love and use

and more!

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hierarchical-model-blog's Issues

Graph for multi-dimensional data

Hi,

Thanks so much for your blog, I find it extremely useful - especially since I am new to Python and Bayesian.

I have a question, if you don't mind, how would you plot facetgrid(posterior_plot) - i.e. the last plot on your blog/tutorial if you have 2 independent variable. So instead of only homework in your example, we'll have homework and ses.

I have similar data, but my model has 2 independent variables. My model works but I have not been able to do comparison plot (facetgrid(posterior_plot)) to show the difference in the slope between unpooled and pooled models.

Your advice is greatly appreciated.

Thank you.

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