Power forecasting of a PV-plant with Models of Linear Regression and an LSTM Network

Implementation in Python using the librarys sklearn for Linear Models and Pytorch for the LSTM Model

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See venv folder for installed librarys. Code is implemented in Pycharm enviroment and in Python Version 3.8.

Download Trainings- and Testdata from the folder Data

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
ARMA_1.py		ARMA_1.py
AR_1.py		AR_1.py
DataManagement.py		DataManagement.py
Data_analysis_1.py		Data_analysis_1.py
NN_PV_1.py		NN_PV_1.py
Postprocess.py		Postprocess.py
README.md		README.md
Regression.py		Regression.py
linear regression.py		linear regression.py
linearRegression_PV_1.py		linearRegression_PV_1.py