v1.1.0

Summary of changes:

Buildings-900K Pretraining Dataset

• Load value scaling is fixed. By error, we averaged instead of summed when aggregating 15-min to hourly data

Outlier removal

• Updated paths to point to a filtered version of the time series with outliers removed
• Argument added to switch off outlier-removal (use the unfiltered data)
• Script with our implementation of outlier removal

New baselines

• DeepAutoregressiveRNN

Misc

• New script for splitting train/test for Buildings-900K
• Updates to zero-shot/transfer learning scripts for outlier removal
• Hyperparameter optimization arguments added to pretrain.py

Docs and tests updated accordingly.