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@nasa-nccs-hpda

High Performance Data Analytics

NASA GSFC Data Science Group
README.md

Introduction

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The NASA GSFC Data Science Group (606.3) (nasa-nccs-hpda) GitHub organization hosts a collection of open-source geospatial software and science projects. These projects are developed under the NASA GSFC Data Science Group by a community of geospatial software developers and researchers. Many of these projects are continuously being supported, while others have concluded as part of different grants.

Table of Contents

  1. Tutorials
  2. Operations and Tools
  3. Vegetation Structure
  4. Land Cover Classification

Tutorials

Operations and Tools

Deep Learning Tools

Vegetation Structure

Land Cover Classification

Popular repositories

  1. terragpu terragpu Public

    Python library to process and classify remote sensing imagery by means of GPUs and ML.

    Python 7 1

  2. pytorch-caney pytorch-caney Public

    Pytorch package with lots of tools for geospatial deep learning

    Python 7 1

  3. senegal-lcluc-tensorflow senegal-lcluc-tensorflow Public

    Senegal LCLUC TensorFlow

    Jupyter Notebook 5

  4. tensorflow-caney tensorflow-caney Public

    Python framework for lots of geospatial TensorFlow tools

    Python 4

  5. evhr evhr Public

    Enhanced Very-high Resolution (EVHR)

    Python 3

  6. super-resolution-etopo super-resolution-etopo Public

    Super Resolution experiments for generating high-res ocean bathymetry datasets

    2

Repositories

Showing 10 of 53 repositories
  • FMod Public

    Foundation Models based on the Nvidia Modulus Framework with MERRA2 fine tuning.

    Python 0 Apache-2.0 0 0 0 Updated Jun 9, 2024
  • srlite Public

    surface reflectance

    Python 0 1 14 (3 issues need help) 1 Updated Jun 8, 2024
  • pytorch-caney Public

    Pytorch package with lots of tools for geospatial deep learning

    Python 7 Apache-2.0 1 20 0 Updated Jun 7, 2024
  • ILAB_JupNotebooks Public

    This repo is for ILAB Jupyter NBs that are destined to be public facing on prism in the tutorial_notebooks dir. The tutorial_notebooks dir is visible to all users under their JupyterLinks location and is managed by ADAPT administrators

    Jupyter Notebook 2 0 0 0 Updated May 31, 2024
  • boreal_height_cmip6 Public

    Using a model to estimate current North American Boreal canopy heights using ICESat-2 ATL08 measures, CMIP6 climatic variables, soil, and permafrost, then predicting canopy heights through 2100, broken out by gradient class

    Jupyter Notebook 2 Apache-2.0 0 0 0 Updated May 29, 2024
  • above-shrubs Public

    Development of regression deep learning models for ABoVE Shrubs project

    Jupyter Notebook 1 Apache-2.0 0 32 0 Updated May 22, 2024
  • eo-validation Public

    Earth Observation Validation Tool for Individuals and Teams

    Python 1 0 15 0 Updated May 22, 2024
  • evhr Public

    Enhanced Very-high Resolution (EVHR)

    Python 3 0 11 (1 issue needs help) 0 Updated May 16, 2024
  • monte-carlo Public
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated May 8, 2024
  • ilab-benchmarking-toolkit Public

    ILAB Benchmarking Toolkit

    Python 0 Apache-2.0 0 1 0 Updated Apr 23, 2024
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