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awesome-marketing-machine-learning

A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference and more
https://github.com/station-10/awesome-marketing-machine-learning

Last synced: about 7 hours ago
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Programming Languages
Python 46 Jupyter Notebook 7 R 5 HTML 2
Categories
Time Series 13 Attribution 8 Causal Inference 8 Media / Marketing Mix Models 7 Recommendation Systems 5 Geo Experimentation 4 Personalisation / Segmentation 4 Synthetic Control 3 Churn / CLV 3 Survival Analysis 3 Synthetic Data 2 Econometrics 2 Data 1
Sub Categories
Keywords
python 27 machine-learning 21 data-science 15 time-series 11 forecasting 9 causal-inference 9 econometrics 7 deep-learning 7 statistics 5 mmm 4 pytorch 4 causality 4 marketing 4 recommendation 3 timeseries 3 anomaly-detection 3 artificial-intelligence 3 survival-analysis 3 marketing-mix-modeling 3 recommender 3 time-series-analysis 3 pystan 3 arima 3 media-mix-modeling 3 bayesian 3 prediction 2 machinelearning 2 regression-models 2 treatment-effects 2 forecast 2 synthetic-control 2 scikit-learn 2 fbprophet 2 time-series-classification 2 stan 2 r 2 marketing-science 2 recommendation-system 2 causal-models 2 recommendation-algorithm 2 customer-lifetime-value 2 neuralprophet 2 uplift-modeling 2 prophet 2 marketing-analytics 2 customer-segmentation 2 time-series-segmentation 2 data-analysis 2 exponential-smoothing 2 bayesian-regression 1