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.
Jupyter NotebookMIT
Issues
- 1
Error in check_context(dt_input, context_vars, context_signs) : Allowed values for 'context_signs' are: positive, negative, default
#1161 opened by sab26699 - 2
Facing an intermittent issue where model is failing sometimes and passing sometimes while providing Contextual factorial variables as the independent variables
#1164 opened by khanasim19 - 1
Facing issue regarding the Seasonality coming as negative even when it is toggled positive.
#1165 opened by Nitinwangnoo - 2
- 1
Follow-Up on Unanswered Question
#1166 opened by ghltk - 1
Areas for Improvement When Using Robyn
#1098 opened by ghltk - 2
Error while exporting plots
#1059 opened by OmkarEllicium - 5
Internal server issue Robyn API
#996 opened by anjalidharmikhp - 0
- 0
Error in using robyn_run
#1121 opened by Paul-Bell-1992 - 3
Error when running pareto calculations
#1099 opened by malaman5 - 0
- 0
Refresh generates a completely new model
#1082 opened by CMoranoA - 10
Changing seed number - be careful
#1005 opened by AdimDrewnik - 0
Hyperparameters out of bounds
#1003 opened by malaman5 - 0
Onepager sizing enhancement desired to better read waterfall decomposition plot
#1076 opened by juliarodd - 2
Why is Competitor Sales a Positive Contribution?
#1073 opened by nknauer - 4
MMM Calibration
#1034 opened by PrathameshKachkure - 0
Robyn on granular level data and model
#1057 opened by SahanaVardhan - 0
error in `refreshAddedStartWhich:rollingWindowLength` when refreshing the model
#1049 opened by andrew99666 - 4
Plotting response curves for the allocation period
#1042 opened by apoorvabc - 1
trials = 5, don't we lose info?
#1025 opened by satishvavilapalli - 0
Reallocate budget on a time window where some media channels have 0 spendings
#1033 opened by nicologiammaria - 2
Robyn Budget Allocator max_budget scenario should scale x_hist_carryover for accurate response simulation
#1014 opened by NumesSanguis - 0
Robyn Allocator Same(Similar) budget spend for all models
#1032 opened by TJh0110 - 5
Issue with robyn_refresh Function in v3.11.1 - fails when creating 2nd refresh model
#1026 opened by yu-ya-tanaka - 2
- 1
Budget allocator - Bounded spend is not matching with initial or new given spend in the input
#1017 opened by CJ2407 - 0
<simpleError in rawToChar(value): long vectors not supported yet: raw.c:68>
#1023 opened by c-mridul-current - 0
Robyn_allocator - same response, min spend?
#1021 opened by NataliaVConnolly - 0
<simpleError in collapse_object(objnames, tmp, indent): R character strings are limited to 2^31-1 bytes>
#1019 opened by c-mridul-current - 1
Error in signif(nevergrad_hp_val[[co]][index], 10)
#1018 opened by kokodr1llo - 4
- 0
Are paidmediavars deprecated?
#1012 opened by jameslei23 - 5
Waterfall chart without labels after upgrading to v3.11
#1008 opened by leokm-cw - 4
Budget allocator: Max response gives lower response (-negative %) Bounded than Initial
#1002 opened by NumesSanguis - 2
Two questions - Plotting decomposition over time, and comparing adstock parameter for Robyn vs. lightweight MMM
#1007 opened by NataliaVConnolly - 0
How does parallelization work in Robyn?
#1010 opened by AdimDrewnik - 10
Nevergrad error in robyn_run()
#1004 opened by bart-vanvlerken - 0
Robyn Budget Allocator is not running
#1009 opened by jalo90 - 2
Error in signif(nevergrad_hp_val[[co]][index], 10) : non-numeric argument to mathematical function
#1006 opened by TJh0110 - 1
Clarify robyn_allocator date_range default doc
#991 opened by louisjanin - 2
NumPy 2.0 Incompatibility Issue
#998 opened by stdp95 - 1
Unable to install robyn
#995 opened by Dilkashlalwani - 1
Robyn Overfitting
#994 opened by anjalidharmikhp - 3
One-pager plots are cut-off so not all information is shown (missing legend)
#986 opened by NumesSanguis - 1
Model Refresh
#990 opened by jainnitk - 0
Improve result
#988 opened by farahhashem1 - 0
Robyn App solID screen crashing
#987 opened by naxzdata - 0