Auto Encoder for anomaly detection on batteries

For train and evaluate use python run.py train python run.py evaluate

Synthetic Data Toolchain:

python Mercurio.py export # export battery voltage and current as CSV episodes for matlab

Generate synthetic data with generate_all_synthetic_data([100,95,90,85,80])

Convert back as dataframe with original timestamp the synthetic data with python Mercurio.py import