SMB_models

Modelling the specific mass balance of High Mountain Asia glaciers with different machine learning models:

Name		Name	Last commit message	Last commit date
ADS_Thesis_David_Hartmann_2022.pdf		ADS_Thesis_David_Hartmann_2022.pdf
Artificial_Neural_Network.ipynb		Artificial_Neural_Network.ipynb
Feature selection.ipynb		Feature selection.ipynb
Linear_regression.ipynb		Linear_regression.ipynb
Missing_data_imputation.ipynb		Missing_data_imputation.ipynb
README.md		README.md
Random_Forest_model.ipynb		Random_Forest_model.ipynb
SMB_2000_2020_HMA_glaciers.csv		SMB_2000_2020_HMA_glaciers.csv
Wrangling dataset .ipynb		Wrangling dataset .ipynb
XGBoost.ipynb		XGBoost.ipynb

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