Probabilistic Forecasting with Temporal Convolutional Neural Network
Source codes for the paper "probabilistic forecasting with temporal convolutional neural network"
Electricty
Data preprocessing
- Download the dataset from UCI Machine Learning Repository: https://archive.ics.uci.edu/ml/datasets/ElectricityLoadDiagrams20112014
- Run "R CMD BATCH electricity/basicPreprocess.R" to generate "modelData.csv" for model training.
Point forecasting
- python3 electricity/ecPointModel/ec_feature_preprocess.py
- python3 electricityecPointModel/ECPointHuber.py