A Python package for Remote Sensing Data Analysis

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

Animation engine for explanatory math videos

This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution canopy height maps from RGB imagery using self-supervised v…

Community Datasets added by users and made available for use at large

Code for landslide susceptibility mapping

This repository provides guides, short how-tos, and tutorials to help users access and work with data from the Earth Surface Mineral Dust Source Investigation (EMIT) mission.

Codes and data for Unmixing

Python-centered read-along of Forecasting: Principles and Practice

rGEDI: An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing.

Method to estimate the initial landslide failure surface and volumes using grid points and spline curves in MATLAB

R package for model reliance and model class reliance

An Introduction to Statistical Learning with Applications in PYTHON

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

Spectral segmentation described in Aksoy et al., "Semantic Soft Segmentation", ACM TOG (Proc. SIGGRAPH), 2018

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"