Jakobhenningjensen's repositories
imbalanced_forest
An implementation of Random Forest with splitting criteria based on increasing performance for imbalanced data set
Jakobhenningjensen
Config files for my GitHub profile.
pytorch_wrapper
A wrapper for "pytorch" that helps to remove a lot of lines and train a model fast
Robyn
Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) code from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.