kalebphipps

ARTIST

A differentiable ray tracer using the PyTorch machine-learning framework in Python.

electric-generation-forecasting

Playground for AI/DL-based prediction of the German electricity mix.

Explaining-the-origins-of-uncertainty

This repository contains code to replicate the results from Chapter 6 of the Dissertation "Quantifying and Interpreting Uncertainty in Time Series Forecasting"

ppStrategies_wind

Ensemble Post-Processing Strategies for Wind Power Forecasts

SyntheticTime

Customized-UQ-of-Parking-Duration-Predictions

Code to recreate the error metrics and plots from our paper "Customized Uncertainty Quantification of Parking Duration Predictions for EV Smart Charging"

LossCustomisedProbabilisticForecasts

Code to replicate the results from the paper "Loss-Customised Probabilistic Energy Time Series Forecasts Using Automated Hyperparameter Optimisation"

NetLoadForecasting

pyWATTS

pyWATTS: Python Workflow Automation Tool for Time-Series

pywatts-pipeline

pywatts-pipeline

kalebphipps/ppStrategies_wind

Ensemble Post-Processing Strategies for Wind Power Forecasts

kalebphipps/Explaining-the-origins-of-uncertainty

This repository contains code to replicate the results from Chapter 6 of the Dissertation "Quantifying and Interpreting Uncertainty in Time Series Forecasting"

kalebphipps/SyntheticTime