Photovoltaic System Modeling and Predictions for Data Mining 2020 FCSE

Getting started with airflow

cd airflow
docker-compose up -d

Then visit localhost:8080

Place python requirements at airflow\requirements.txt and then restart the containers with docker-compose up -d --force-recreate

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
.idea		.idea
HTML		HTML
airflow		airflow
db		db
Data Mining Presentation.pptx		Data Mining Presentation.pptx
Data Set Review.docx		Data Set Review.docx
Documentation Data Mining.docx		Documentation Data Mining.docx
Multivariate - LSTM.ipynb		Multivariate - LSTM.ipynb
Prophet_ARIMA.ipynb		Prophet_ARIMA.ipynb
README.md		README.md
Univariate - LSTM.ipynb		Univariate - LSTM.ipynb
Workflow.png		Workflow.png
XGB.ipynb		XGB.ipynb
clean_data.csv		clean_data.csv
clean_targets.csv		clean_targets.csv
data_preprocessing.py		data_preprocessing.py
load_data.py		load_data.py
merged_data.csv		merged_data.csv
preprocessed.csv		preprocessed.csv
preprocessing_visualization.ipynb		preprocessing_visualization.ipynb