Robyn one pager: reporter initializing viz and calling plot functions.

facebookexperimental / Robyn

Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.

https://facebookexperimental.github.io/Robyn/

MIT License

1.16k stars 346 forks source link

Robyn one pager: reporter initializing viz and calling plot functions. #1124

Closed sumalreddy17 closed 2 weeks ago

sumalreddy17 commented 2 weeks ago

Add OnePagerReporter class for MMM visualization dashboard

Implements automated generation of 8 key MMM visualizations in a single dashboard
Includes model performance metrics (R², NRMSE, DECOMP.RSSD, MAPE)
Supports customizable plot selection and grid layout
Handles visualization of Pareto fronts, clustering results, response curves
Implements error handling and safe metric formatting
Uses consistent styling with seaborn and matplotlib configurations

Testing:

Graphs plotted by R code: