BigDataWUR's repositories
MLforCropYieldForecasting
Implementation of Machine learning baseline for large-scale crop yield forecasting
AgML-CY-Bench
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.
simulation-assisted-ML
Implementation for the paper 'Simulation-assisted machine learning for operational digital twins'
PCSE-Gym
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
BigDataMOOC
The tutorials for the edX course Big Data for Agri-Food: Principles and Tools
locomotiondatalake
Software accompanying the paper "Storing, combining, and analysing animal experimental data in the big data era"
MapReduceIslandGame
An interactive game for Map-Reduce