sines

Code for reproducing the periodic functions experiments reported in the paper.

The code needs some polishing and some hyperparameters must be set by changing variables directly at the code level.

• For the in-range condition set test_range=(-5.0, 5.0)
• For the out-of-range condition set test_range=(-5.0, 10.0)

For the out-of-range condition you should also change the horizontal axis limit from plt.ylim(-6.0, 6.0) to plt.ylim(-6.0, 11.0)

• The file train_DKT.py contains the code for training and evaluating a DKT model.
• The file train_FT.py contains the code for training and evaluating the baseline Feature Transfer model.
• The file train_MAML.py contains the code for training the and evaluating the MAML model.

Acknowledgments

The MAML and Feature Transfer code has been adapted from:

• https://github.com/vmikulik/maml-pytorch
• https://github.com/cbfinn/maml