ILAB Public Release Jupyter Notebooks

This repository contains a wide range of notebooks developed by the ILAB Team. Below you will find a link to each notebook together with their respective details.

ARSET Earth Science Machine Learning Fundamentals

Topic	Interactive Link
ML Algorithms Introduction
Assignment Session 1
MODIS EDA
MODIS Train & Eval
Assignment Session 2
MODIS Model Tuning
MODIS Explainability
MODIS AutoML
Assignment Session 3

MODIS Water Examples

Topic	Interactive Link
MODIS_Water_HistGBM_Tune_GPU_CPU_Folium
MODIS_Water_RF_CPU_Folium
MODIS_Water_RF_CPU_Folium
MODIS_Water_RF_GPU_Folium
MODIS_Water_RF_Tune_CPU_Folium
MODIS_Water_XGBOOST_GPU_CPU_Folium
MODIS_Water_XGBOOST_Tune_GPU_CPU_Folium
MODIS_Water_XGBOOST_Tuning_Multi_GPU_Folium

Labeling Notebooks

Topic	Interactive Link
ImageCluster Notebook

PRISM TechTalks

Topic	Interactive Link
XGBoost_Training_PRISM
MODIS_Explainability_PRISM