Explore extending TheWellEmulator API
#863
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- Add more training data - Reduce learning rate
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- Check perf compared with The Well (VMRSE and MSE driving diffs) - Add The Well emulator without rehsaping time - Refactor with optional time and constants in the API - Update loss fn to be passed from the The Well metrics for comparison - Update notebook
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Closes #855.
Closes #856.
(builds on changes in #840)
This is WIP exploration of adding further API to
TheWellEmulatorbase class that would support more complex training and losses.