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@epn-ml ML Europlanet 2024 RI

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    23 repositories

    • spectral-analysis-planetary-minerals

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Nov 3, 2023Nov 3, 2023

    • Chorus-Wave

      Public
      Semantic segmentation of chorus waves in magnetic spectra and various Active Learning experiments
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Jul 26, 2023Jul 26, 2023

    • europlanet-ml-book

      Public
      This book is a reference to the ML science cases of Europlanet 2024 RI.
      Jupyter Notebook
      •
      Apache License 2.0
      •0•1•0•0•Updated Jul 25, 2023Jul 25, 2023

    • Meteor-Trajectories

      Public
      R
      •0•0•0•0•Updated Jul 24, 2023Jul 24, 2023

    • Mars-Dust-Storm-Segmentation

      Public
      Python
      •0•0•0•0•Updated Jul 24, 2023Jul 24, 2023

    • Freddie

      Public
      Modelling of boundary crossings around Mercury and associated Active Learning experiments.
      Python
      •
      Apache License 2.0
      •1•2•0•0•Updated Jul 11, 2023Jul 11, 2023

    • GMAP-mound-classification-

      Public
      This repository contains material for the GMAP mounds science case in EPN-2024-RI.
      Jupyter Notebook
      •
      Apache License 2.0
      •0•5•0•0•Updated Jul 10, 2023Jul 10, 2023

    • DeepLandforms

      Public
      Thise repository contains all the code to build and run DeepLandforms a novel toolset that provides all the necessary tools to train an instance segmentation model for landforms detections. Tools includes, data preparation, labeling, training, monitoring and inference.
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •3•1•0•0•Updated Jun 19, 2023Jun 19, 2023

    • MESSENGER-Mercury-Surface-Cassification-Unsupervised_DLR

      Public
      Repository for the Science case from DLR to extract the underlying information from this MESSENGER/MASCS infrared dataset using unsupervsed classification spectral data and combine/compare with chemical composition and surfaces ages inferred from crater counting.
      Jupyter Notebook
      •
      Apache License 2.0
      •1•4•0•0•Updated Jun 2, 2023Jun 2, 2023

    • AL-Drift-Detection

      Public
      Python
      •1•2•0•0•Updated Mar 27, 2023Mar 27, 2023

    • IWF-ICMEs

      Public
      This repository is about the science case proposed by the IWF, entitled "Detection and classification of ICMEs in in-situ solar wind data".
      Jupyter Notebook
      •
      Apache License 2.0
      •1•3•0•0•Updated Jan 17, 2023Jan 17, 2023

    • IAP_boundaries

      Public
      This repository is dedicated to the science case "Search for space plasmas boundary crossings", proposed by the Institute of Atmospheric Physics of Czech Academy of Sciences (IAP-CAS). The repository consists all necessary codes to read scientific data.
      MATLAB
      •
      Apache License 2.0
      •0•0•0•0•Updated Dec 6, 2022Dec 6, 2022

    • Tutorial_IWF-ICMEs

      Public
      Tutorial for the Pipeline
      Jupyter Notebook
      •
      Apache License 2.0
      •1•2•0•0•Updated Oct 18, 2022Oct 18, 2022

    • EPSC2021-ICME-workshop

      Public
      This repository contains the material from the workshop entitled "Machine Learning Pipeline for Automated Detection of ICMEs" held during the EPSC 2021.
      Jupyter Notebook
      •
      Apache License 2.0
      •0•1•0•0•Updated Oct 18, 2022Oct 18, 2022

    • messenger-prep

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •1•1•0•0•Updated Oct 18, 2022Oct 18, 2022

    • Tutorial_IAP_Boundaries

      Public
      Material for the Workshop held at EPSC 2022.
      Jupyter Notebook
      •
      Apache License 2.0
      •1•1•0•0•Updated Oct 18, 2022Oct 18, 2022

    • Workshop-GMAP

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •0•3•0•0•Updated Oct 18, 2022Oct 18, 2022

    • EPSC2021-MercuryBoundaries-workshop

      Public
      This repository contains material from the workshop entitled "Machine Learning Pipeline for Automated Detection of Boundary Crossings around Mercury"
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 17, 2022Oct 17, 2022

    • tutorial01_supclass

      Public
      This is a basic tutorial for supervised classification problems.
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•0•Updated Jun 3, 2022Jun 3, 2022

    • LMSU-Mercury_boundaries

      Public
      Repository for the science case from SINP/LMSU with the aim to automatically detect bow shock and magnetopause crossings in MESSENGER data
      Jupyter Notebook
      •
      Apache License 2.0
      •0•1•0•0•Updated Feb 4, 2022Feb 4, 2022

    • DeepLandforms-YOLOv5

      Public
      This repository has been developed to provide a simplified YOLOv5 Object Detection workflow using georefernced images, from training to GIS mapping of results. YOLOv5 is developed by ultralytics and has been modified to adapt to georeferenced images and GIS.
      Python
      •
      GNU General Public License v3.0
      •3•1•0•0•Updated Feb 25, 2021Feb 25, 2021

    • epn-ml.github.io

      Public
      EPN-ML static site
      HTML
      •0•0•0•1•Updated Feb 5, 2021Feb 5, 2021

    • AOP-STEREO_Asteroids

      Public
      This repository deals with the science case "Abundance of asteroids in Earth-like orbits from STEREO images" proposed by the Armagh Observatory and Planetarium (AOP).
      Apache License 2.0
      •0•0•0•0•Updated Dec 14, 2020Dec 14, 2020