pip install -U https://github.com/basnijholt/adaptive-tools/archive/master.zip

from adaptive_tools import Learner2D
learner = Learner2D(...)
learner.save('filename.p')
# do your thing


# next time
learner = Learner2D(...)
learner.load('filename.p')