GitHub - madangopal16072000/EDP-Crop_Water_Requirement_Prediction: machine learning project using Random Forest Regressor model to predict the water required for crop irrigation. The project is built using Python and incorporates Flask and Azure for easy deployment. With a user-friendly interface, users can input data related to their crops, soil, and climate to receive real-time predictions.

madangopal16072000 / EDP-Crop_Water_Requirement_Prediction Public

machine learning project using Random Forest Regressor model to predict the water required for crop irrigation. The project is built using Python and incorporates Flask and Azure for easy deployment. With a user-friendly interface, users can input data related to their crops, soil, and climate to receive real-time predictions.

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
.github/workflows		.github/workflows
templates		templates
Potato_Model.ipynb		Potato_Model.ipynb
app.py		app.py
crop_columns.pkl		crop_columns.pkl
potato_model.pkl		potato_model.pkl
potato_tranformer.pkl		potato_tranformer.pkl
potato_transformer.joblib		potato_transformer.joblib
requirements.txt		requirements.txt
selected_crops_temp.csv		selected_crops_temp.csv