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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

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  1. pytorch-caney pytorch-caney Public

    PyTorch package with lots of tools for geospatial deep learning

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  2. terragpu terragpu Public

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

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  3. evhr evhr Public

    Enhanced Very-high Resolution (EVHR)

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  5. tensorflow-caney tensorflow-caney Public

    Python framework for lots of geospatial TensorFlow tools

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

    Super Resolution experiments for generating high-res ocean bathymetry datasets

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Repositories

Showing 10 of 83 repositories
  • sealevel Public
    nasa-nccs-hpda/sealevel’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Feb 12, 2026
  • above-shrubs Public

    Development of regression deep learning models for ABoVE Shrubs project

    nasa-nccs-hpda/above-shrubs’s past year of commit activity
    Jupyter Notebook 1 Apache-2.0 0 37 0 Updated Feb 5, 2026
  • vhr-toolkit Public

    Surface reflectance from commercial very high resolution

    nasa-nccs-hpda/vhr-toolkit’s past year of commit activity
    Python 0 1 3 0 Updated Feb 5, 2026
  • srlite Public

    surface reflectance

    nasa-nccs-hpda/srlite’s past year of commit activity
    Python 1 1 7 0 Updated Feb 5, 2026
  • vhr-cloudmask.pytorch Public

    VHR Cloud Masking using PyTorch

    nasa-nccs-hpda/vhr-cloudmask.pytorch’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Jan 29, 2026
  • CHM_DINOv3 Public

    Notebooks for fine-tuning DINOv3 models to predict canopy height using a dataset of of SRLite and G-LiHT data

    nasa-nccs-hpda/CHM_DINOv3’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Jan 29, 2026
  • GraphCastMars Public
    nasa-nccs-hpda/GraphCastMars’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Jan 29, 2026
  • qefm-core Public

    Quantitative Evaluation of Foundation Models

    nasa-nccs-hpda/qefm-core’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Jan 27, 2026
  • lfm Public

    Lunar FM working repository.

    nasa-nccs-hpda/lfm’s past year of commit activity
    Python 0 0 1 0 Updated Jan 26, 2026
  • pyCCDC Public

    synthetic imagery generation based on CCDC model

    nasa-nccs-hpda/pyCCDC’s past year of commit activity
    Python 0 Apache-2.0 0 2 0 Updated Jan 22, 2026
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