## Faces Manipulation Experiment

This folder contains the code to reproduce the faces experiments in "A Pattern Language for Machine Learning Tasks". See Section 3.2 and Appendix D.2 for more details.

To train the model, install the requirements and then run `faces-experiment.py`:
```
pip install -r requirements.txt
python3 faces-experiment.py
```

This trains the model and saves the models to `models.pt`. Loading the models requires the following imports:
```
from models import AutoEncoder, LinearGetter, LinearPutter
```