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1. Maize_GxE_PredictionMaize_GxE_PredictionPublic

   Code for "Using machine learning to combine genetic and environmental data for maize grain yield predictions across multi-environment trials" (Fernandes et. al 2024)

   Python 19 10

2. MLCAS2024MLCAS2024Public

   Prediction of corn yield in multi-locations using multi-spectral satellite images (1st-place solution for "MLCAS Corn Yield Prediction Using Satellite Data" competition)

   Python 2 4

3. yellow-rust-diseaseyellow-rust-diseasePublic

   Classification of crop disease (yellow rust) from hyperspectral images using Deep Learning (PyTorch)

   Python 3 1

4. meli-data-challenge-2021meli-data-challenge-2021Public

   Predict how long will it take for a given item to run out of stock (6th place solution for the MeLi Data Challenge 2021, from Mercado Libre)

   Jupyter Notebook 14 1

5. MATH599VMATH599VPublic

   Mathematical Foundations of Machine Learning (theory and implementation of famous ML models)

   Jupyter Notebook

6. gpu-uarkgpu-uarkPublic

   Using UARK HPCC's GPUs, with examples in Genomic Prediction

   Python