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GitHub / 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.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/facebookexperimental%2FRobyn
Stars: 1,021
Forks: 315
Open Issues: 74
License: mit
Language: Jupyter Notebook
Repo Size: 203 MB
Dependencies:
1,305
Created: about 4 years ago
Updated: about 2 months ago
Last pushed: 2 months ago
Last synced: 2 months ago
Commit Stats
Commits: 747
Authors: 27
Mean commits per author: 27.67
Development Distribution Score: 0.671
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/facebookexperimental/Robyn
Topics: adstocking, budget-allocation, cost-response-curve, econometrics, evolutionary-algorithm, gradient-based-optimisation, hyperparameter-optimization, marketing-mix-modeling, marketing-mix-modelling, marketing-science, mmm, ridge-regression
Files
Dependencies
- R >= 4.0.0 depends
- doParallel * imports
- doRNG * imports
- dplyr * imports
- foreach * imports
- ggplot2 * imports
- ggridges * imports
- glmnet * imports
- jsonlite * imports
- lares * imports
- lubridate * imports
- minpack.lm * imports
- nloptr * imports
- patchwork * imports
- prophet * imports
- rPref * imports
- reticulate * imports
- stringr * imports
- tidyr * imports
- shiny * suggests
- babel-eslint ^10.0.3 development
- eslint ^6.7.1 development
- eslint-config-airbnb ^18.0.1 development
- eslint-config-prettier ^6.7.0 development
- eslint-plugin-header ^3.0.0 development
- eslint-plugin-import ^2.21.2 development
- eslint-plugin-jsx-a11y ^6.2.3 development
- eslint-plugin-react ^7.20.0 development
- eslint-plugin-react-hooks ^4.0.4 development
- prettier ^2.0.2 development
- stylelint ^13.2.1 development
- @docusaurus/core ^2.0.0-alpha.61
- @docusaurus/preset-classic ^2.0.0-alpha.61
- @mdx-js/react ^1.5.8
- clsx ^1.1.1
- react ^16.8.4
- react-dom ^16.8.4
- yarn ^1.22.10
- actions/checkout v1 composite
- actions/setup-node v1 composite
- webfactory/ssh-agent v0.5.0 composite
- rocker/verse 4.1.0 build
- node lts build