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.
The MAML and Feature Transfer code has been adapted from: