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* 1. Fixed: AttributeError: module 'statsmodels' has no attribute 'datasets'
2. Fixed: FutureWarnings
3. Updated the notebook to follow the consistent style
using arviz functions directly to plot trace and summary
1. Fixed: AttributeError: module 'statsmodels' has no attribute 'datasets'
2. Fixed: FutureWarnings
3. Updated the notebook to follow the consistent style
using arviz functions directly
* 1. directly get inference object from sample rather than using from_pymc3 2. Other minor formatting
* remove the 'tune' and 'draws' parameters from sample function call as they were using specifying the default values.
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