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