R. Sahajpal's repositories
geoprepare
A Python package to prepare (download, extract, process input data) for GEOCIF and related models
PyData-Global-2021-Causal-Inference-Talk
Slides and code for "Sliding Into Causal Inference" talk
Workshop2022
Using Earth observation for Crop Monitoring (iEOCM) Workshop
AgML
AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
basic_training
Basic training notebooks
bayes_pydata_london_2024
Probabilistic Programming and Bayesian Computing with PyMC
CatBoostLSS
An extension of CatBoost to probabilistic modelling
crepes
Conformal classifiers, regressors and predictive systems
food-system-digital-twin
Work Related to a proof of concept Food System Digital Twin
GEE_Zonal
Collection of python tools for running zonal stats on Google Earth Engine layers
greeness
"NASA ABOVE project"
NitrogenRetrieval
Code and coefficients for retrieving Nitrogen content from Tanager reflectance data over agricultural vegetation landscapes.
octvi
Python package for downloading, mosaicking, or compositing MODIS-scale NDVI imagery
powershap
A power-full Shapley feature selection method.
pygwalker
PyGWalker: Turn your pandas dataframe into a Tableau-style User Interface for visual analysis
segment-anything-eo
Earth observation tools for Meta AI Segment Anything
sentinel-tree-cover
Image segmentations of trees outside forest
XAI-tool4GEE
This is the repository for the paper titled, "Enhancing Land Cover Mapping and Monitoring: An Interactive and Explainable Machine Learning Approach using Google Earth Engine".
xrml
A lightweight machine learning framework for Xarray