violasi's repositories
kdd2021-tutorial
EconML/CausalML KDD 2021 Tutorial
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.
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
Machine-Learning-Exercise
Mainly from Li Hongyi - NTU Machine Learning Course
mlcourse.ai
Open Machine Learning Course