/Landslide-Susceptibility-Prediction-Using-Machine-Learning-Algorithms

Landslide Susceptibility Prediction and Identification of Most Significant Factors that best describe an area is susceptible to Landslides or not based on Explainable Artificial Intelligence to solve the challenging BlackBox problem of state art Artificial Intelligence based methods.

Primary LanguageJupyter NotebookMIT LicenseMIT

Landslide-Susceptibility-Prediction-Using-Machine-Learning-Algorithms

Coding Info

Programming Language: Python 3
Environment: Anaconda Distribution

Machine Learning Libraries Required

Scikit-Learn
Yellowbrick
Numpy
Pandas
Seaborn
Matplotlib
SHAP
Scipy
XgBoost