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    20 repositories

    • HybridML-Phenology

      Public
      Python
      •0•0•0•0•Updated Dec 18, 2024Dec 18, 2024

    • PCSE-Gym

      Public
      CropGym is a highly configurable Python gymnasium environment to conduct Reinforcement Learning (RL) research for crop management. CropGym is built around PCSE, a well established python library that includes implementations of a variety of crop simulation models
      machine-learningreinforcement-learning
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •5•4•0•2•Updated Dec 17, 2024Dec 17, 2024

    • AgML-CY-Bench

      Public
      CY-Bench (Crop Yield Benchmark) is a comprehensive dataset and benchmark to forecast crop yields at subnational level. CY-Bench standardizes selection, processing and spatio-temporal harmonization of public subnational yield statistics with relevant predictors. Contributors include agronomers, climate scientists and machine learning researchers.
      Jupyter Notebook
      •
      Other
      •9•20•27•2•Updated Dec 17, 2024Dec 17, 2024

    • NUE_PCSE-Gym

      Public
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Dec 5, 2024Dec 5, 2024

    • A-scab

      Public
      Python
      •0•0•0•0•Updated Nov 22, 2024Nov 22, 2024

    • sample_data

      Public
      0•1•0•0•Updated Sep 20, 2024Sep 20, 2024

    • EDAM

      Public
      EDAM (Environmental Data Acquisition Module) is a template framework that facilitates timeseries data acquisition and integration
      pythontimeseriesinternet-of-thingsogc-sosenvironmental-data
      Python
      •
      GNU General Public License v3.0
      •2•4•9•4•Updated Jul 15, 2024Jul 15, 2024

    • Advanced-Machine-Learning-Course

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jun 5, 2024Jun 5, 2024

    • CropGym-ToMeasureOrNot

      Public
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated May 23, 2024May 23, 2024

    • MLforCropYieldForecasting

      Public
      Implementation of Machine learning baseline for large-scale crop yield forecasting
      machine-learningcrop-yield-prediction
      Python
      •
      MIT License
      •11•29•1•0•Updated Mar 6, 2024Mar 6, 2024

    • MERRA-2-Download

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

    • Domain-adaptation-for-pasture-digital-twins

      Public
      Python
      •1•1•0•0•Updated Mar 3, 2023Mar 3, 2023

    • simulation-assisted-ML

      Public
      Implementation for the paper 'Simulation-assisted machine learning for operational digital twins'
      pythonmachine-learningsparkray
      Python
      •4•4•0•0•Updated Feb 9, 2023Feb 9, 2023

    • BigDataMOOC_content

      Public
      Jupyter Notebook
      •2•0•0•0•Updated Nov 10, 2022Nov 10, 2022

    • MapReduceIslandGame

      Public
      An interactive game for Map-Reduce
      0•0•0•0•Updated May 10, 2022May 10, 2022

    • BigDataMOOC

      Public
      The tutorials for the edX course Big Data for Agri-Food: Principles and Tools
      binder-readyjupyter-notebook
      Shell
      •3•2•0•0•Updated Mar 14, 2022Mar 14, 2022

    • crop-gym

      Public
      An OpenAI gym environment for crop management
      Python
      •
      MIT License
      •11•19•1•0•Updated Jul 12, 2021Jul 12, 2021

    • ML4ClimateAdaptationPolicy

      Public
      Python
      •4•3•0•0•Updated Nov 24, 2020Nov 24, 2020

    • locomotiondatalake

      Public
      Software accompanying the paper "Storing, combining, and analysing animal experimental data in the big data era"
      Jupyter Notebook
      •
      Other
      •1•1•0•0•Updated Apr 10, 2020Apr 10, 2020

    • tomatula

      Public
      Python
      •
      GNU General Public License v3.0
      •4•15•0•0•Updated Jan 16, 2018Jan 16, 2018