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WUR-AI

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  1. MLforCropYieldForecasting MLforCropYieldForecasting Public

    Implementation of Machine learning baseline for large-scale crop yield forecasting

    Python 29 11

  2. AgML-CY-Bench 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 …

    Jupyter Notebook 20 9

  3. crop-gym crop-gym Public

    An OpenAI gym environment for crop management

    Python 19 11

  4. tomatula tomatula Public

    Python 15 4

  5. EDAM EDAM Public

    EDAM (Environmental Data Acquisition Module) is a template framework that facilitates timeseries data acquisition and integration

    Python 4 2

  6. simulation-assisted-ML simulation-assisted-ML Public

    Implementation for the paper 'Simulation-assisted machine learning for operational digital twins'

    Python 4 4

Repositories

Showing 10 of 20 repositories
  • 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

    WUR-AI/PCSE-Gym’s past year of commit activity
    Jupyter Notebook 3 GPL-3.0 5 0 2 Updated Dec 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.

    WUR-AI/AgML-CY-Bench’s past year of commit activity
    Jupyter Notebook 20 9 27 (1 issue needs help) 2 Updated Dec 17, 2024
  • NUE_PCSE-Gym Public
    WUR-AI/NUE_PCSE-Gym’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Dec 5, 2024
  • A-scab Public
    WUR-AI/A-scab’s past year of commit activity
    Python 0 0 0 0 Updated Nov 22, 2024
  • HybridML-Phenology Public
    WUR-AI/HybridML-Phenology’s past year of commit activity
    Python 0 0 0 0 Updated Nov 7, 2024
  • sample_data Public
    WUR-AI/sample_data’s past year of commit activity
    1 0 0 0 Updated Sep 20, 2024
  • EDAM Public

    EDAM (Environmental Data Acquisition Module) is a template framework that facilitates timeseries data acquisition and integration

    WUR-AI/EDAM’s past year of commit activity
    Python 4 GPL-3.0 2 9 (1 issue needs help) 4 Updated Jul 15, 2024
  • Advanced-Machine-Learning-Course Public
    WUR-AI/Advanced-Machine-Learning-Course’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jun 5, 2024
  • CropGym-ToMeasureOrNot Public
    WUR-AI/CropGym-ToMeasureOrNot’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated May 23, 2024
  • MLforCropYieldForecasting Public

    Implementation of Machine learning baseline for large-scale crop yield forecasting

    WUR-AI/MLforCropYieldForecasting’s past year of commit activity
    Python 29 MIT 11 0 0 Updated Mar 6, 2024
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