A description of the notebooks
The notebook [1D-regression-and-dual-updates.ipynb] includes training a neural network for a regression task, making SFR predictions and updating the duals based on new data. The data required to run the notebook is generated within the notebook itself.
The notebook [classification-banana-data-set.ipynb] includes training a neural network for a classification task and making SFR predictions. The data required to run the notebook is included in [notebooks/data].