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1. DL_Application_for_Landslide_Susceptibility_Mapping DL_Application_for_Landslide_Susceptibility_Mapping Public

   Deep learning framework for Landslide Susceptibility Mapping using geospatial and environmental data. Employs DNN, 1D CNN, and LSTM with DBSCAN clustering to mitigate data sparsity. Features model …

   Jupyter Notebook 5

2. Landslide-Susceptibility-Bayesian-Neural-Network- Landslide-Susceptibility-Bayesian-Neural-Network- Public

   Bayesian Deep Neural Network in PyTorch for landslide susceptibility mapping with predictive uncertainty estimation.

   Jupyter Notebook 1

3. Soft_Computing_for_NDVI_Prediction Soft_Computing_for_NDVI_Prediction Public

   Implementation of soft computing techniques for NDVI prediction using satellite imagery and environmental data. Utilizes CatBoost, GBM, LightGBM, and XGBoost models to enhance vegetation health mon…

   Jupyter Notebook 1

4. ml_flood_susceptibility_mapping ml_flood_susceptibility_mapping Public template

   Leakage-aware flood susceptibility mapping using classical machine learning and strict spatial holdout, with reproducible preprocessing, explainability analysis, and benchmark comparison across eig…

   Python

5. LSM_ChittagongMetropolitonArea LSM_ChittagongMetropolitonArea Public

   Bayesian landslide susceptibility mapping for Chittagong, Bangladesh, with benchmark model comparison and uncertainty-aware deployment using Gaussian Process Classification.

   Python

6. rainfall-timeseries-forecasting rainfall-timeseries-forecasting Public

   A reproducible pipeline for rainfall time-series dataset generation in Google Earth Engine and forecasting with deep learning and machine learning models.

   Python