This Machine Learning project develops models that attempts to predict the State of Charge of a rechargeable battery, given battery voltage/current measurements.
- proposal.pdf
- Capstone Report.pdf
- battSoc.ipynb - jupyter notebook for project development
- visuals.py and model_utils.py - utility functions use in the notebook
- Anaconda 3
- Keras, Sklearn, Numpy, Pandas, Seaborn and Matplotlib