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Notebooks and code for the book "Introduction to Machine Learning with Python"
A high performance implementation of HDBSCAN clustering.
Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done with Pandas, data visualization with Matplotlib and Seaborn, ma…
Prospective life cycle assessment of medium and heavy duty vehicles
Life cycle assessment of buses and coaches
Code for processing 1Hz GPS tracking data according to the kinetic model in "A bumpy ride to electrification: High fidelity energy consumption estimates for paratransit vehicles in South Africa"
charging station siting from vehicle gps data