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/

facebookexperimental/Robyn Issues

Warning message: In .font_global(font, quiet = FALSE, ...) : Font(s) "Arial Narrow" not installed, with other name, or can't be found
Updated 11 days ago3
Error plotting result for Robyn in Docker
Updated 11 days ago2
One-pager plots are cut-off so not all information is shown (missing legend)
Updated 11 days ago1
Robyn Refresh error
Updated 12 days ago42
Can the ROAS for individual ad platform in budget allocation be considered as incremental ROAS?
Updated 13 days ago1
Robyn_refresh produces models which are way different from the original
Updated 14 days ago
Issue when I run the model with 12 to 14 variables in dev (3.10.6001 )
Closed 15 days ago4
Getting Error in signif(nevergrad_hp_val[[co]][index], 6) : non-numeric argument to mathematical function while running demo.R script
Updated 17 days ago
Budget Allocation Outcomes in Robyn
Updated 19 days ago
Invalid Connection Error
Updated 19 days ago
Can we optimize budget allocation based on KPIs (Key Performance Indicators)? Additionally, I'd like to understand how the mean value is calculated in the budget allocator code.
Closed 20 days ago3
Budget allocator for future dates
Closed 22 days ago1
No function named v2t
Closed 22 days ago1
k=1 and k=2 not allowed in clustering results
Updated 23 days ago
Is there a way to turn off saturation curves and force linearity?
Updated 25 days ago2
Input Data: Quarterly Data
Closed 25 days ago1
CRAN package version outdated (still at 3.10.3 instead of 3.10.5)
Updated a month ago1
Is there a way to get model results into a csv so that it can be fed to PowerBI to create responsive charts
Updated a month ago5
Subsequent Robyn Refresh Penalty Hyperparameters
Closed a month ago5
Cannot execute remotes::install_github("facebookexperimental/Robyn/app")
Updated a month ago4
Unable to achieve Target ROAS with Python Robyn API Allocator Function - target_efficiency
Updated a month ago9
Suggestion: Cleaner RobynLog
Updated a month ago2
Cannot plot model onepager with ts_validation = False with "non-numeric argument to mathematical function" error
Closed a month ago7
`nrmse_n` must be size 40040 or 1, not 40032.
Updated a month ago2
Robyn one pager is not getting exported
Updated a month ago2
Loading Robyn issue
Closed a month ago2
Issue creating one pagers either through robyn_outputs or onepager()
Closed a month ago2
Share of Spend and Share of Effect definitions
Closed a month ago4
Not getting model printout with refresh
Updated a month ago4
simpleError in names(hyper_list_all)
Closed a month ago4
robyn_chain function not found error
Updated 2 months ago4
Error in check_datevar
Closed 2 months ago2
Calculate measurement errors, handling missing data along with outliers
Updated 2 months ago1
Forecasting expected_spend_days
Updated 2 months ago1
How do I solve the Robyn Error: Input 'factor_vars' must be any from 'context_vars' inputs
Updated 2 months ago1
Unable to recreate model or refresh using JSON
Updated 2 months ago2
Allocator Error
Updated 2 months ago1
What's the difference between the new version of Robyn and the original 2011 Robyn
Updated 2 months ago1
Carryover effect in Target efficiency allocator seems to be wrong
Updated 2 months ago1
Total Budget Optimizing Result has incorrect initial total response
Updated 3 months ago3
Error in robyn_allocator
Updated 3 months ago4
Error in robyn_recreate() with a model pre-trained
Updated 3 months ago2
Robyn future budget allocation feature status
Closed 3 months ago2
hierarchical MMM
Closed 3 months ago1
Budget Allocator incorporating JSON file
Updated 3 months ago4
Hill function never saturates
Updated 3 months ago1
Robyn Python API - Internal Server Error 500 | Unable to track the logs
Closed 4 months ago5
Robyn_API is not defined
Updated 4 months ago3
Demo python notebook crashes when using calibration.
Closed 4 months ago3
error writing to connection
Closed 4 months ago2