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Modularize bmb.plots sub-package#674

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GStechschulte wants to merge 27 commits intobambinos:mainbambinos/bambi:mainfrom GStechschulte:plotting-modulesGStechschulte/bambi:plotting-modulesCopy head branch name to clipboard

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Commits on May 22, 2023

• plot_cap draft outline for docs example

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• intro. to GLMs and Negative Binomial model

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• added logistic regression and other model params. demo

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• basic linear model demo

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• comparisons learning from marginaleffects

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• comparison contrasts using make_cap_data code

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• CreateData class added to __init__.py

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• CreateData class for all plotting functions

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• functions for computing and plotting comparisons

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• plot_comparisons demo on categorical data

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• logic of main, group, panel for building contrasts df

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• add make_group_panel_values and enforce_dtypes functions

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• plot_comparisons demo

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• cleanup demo notebook

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• cleanup demo notebook

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• move util functions to utils.py and renaming of modules and functions

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• re-run demo.

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Commits on May 23, 2023

• use dataclass for returning covariates instead of dict

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• remove unused variables in plot_comparison

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• type hinting and added dataclass for covariates

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• module for plot kinds based on response

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• plot_comparisons demo notebook update

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• changed and added modules to be treated as packages

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• modularize create cap, comparisons, and slopes data functions

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• deleted and moved into plotting.py

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• plot cap and comparisons and type of plots in separate modules

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• commonly used functions for create_data.py

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