Forecasting migration

Predicting net migration using ARIMA, Lasso-Regression, XGBoost & LSTM-RNNs.

Reproduce

The preprocessing is applied in src/preprocessing.ipynb. The benchmark-models (ARIMA, Lasso-Regression & XGBoost) are fit in src/benchmarks.ipynb.

Sneak Peek

Here is some eyecandy:

Credit

Collaborators:

• Robin Aytac

• Lea Froitzheim

• Lennart Kasserra

• Theresa Wagner