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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 Loading

  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

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

    Senegal LCLUC TensorFlow

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  4. tensorflow-caney tensorflow-caney Public

    Python framework for lots of geospatial TensorFlow tools

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  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 59 repositories
  • above-shrubs.pytorch Public

    Development of segmentation and regression deep learning models for ABoVE Shrubs project

    nasa-nccs-hpda/above-shrubs.pytorch’s past year of commit activity
    Dockerfile 0 Apache-2.0 0 0 0 Updated Sep 4, 2024
  • 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 36 0 Updated Sep 4, 2024
  • super-resolution-climate Public
    nasa-nccs-hpda/super-resolution-climate’s past year of commit activity
    Python 0 0 0 0 Updated Sep 4, 2024
  • super-resolution-fmod-overlay Public
    nasa-nccs-hpda/super-resolution-fmod-overlay’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Sep 2, 2024
  • pytorch-caney Public

    Pytorch package with lots of tools for geospatial deep learning

    nasa-nccs-hpda/pytorch-caney’s past year of commit activity
    Python 7 Apache-2.0 1 20 1 Updated Aug 30, 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

    nasa-nccs-hpda/boreal_height_cmip6’s past year of commit activity
    Jupyter Notebook 2 Apache-2.0 0 0 0 Updated Aug 28, 2024
  • FMod Public

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

    nasa-nccs-hpda/FMod’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Aug 24, 2024
  • srlite Public

    surface reflectance

    nasa-nccs-hpda/srlite’s past year of commit activity
    Python 0 1 15 (3 issues need help) 1 Updated Aug 20, 2024
  • modis-water-classification Public
    nasa-nccs-hpda/modis-water-classification’s past year of commit activity
    Jupyter Notebook 0 0 5 (1 issue needs help) 1 Updated Aug 19, 2024
  • super-resolution-docker Public
    nasa-nccs-hpda/super-resolution-docker’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Jul 25, 2024
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