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Jul 27, 2021 - Python
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crop-yield
Here are 13 public repositories matching this topic...
Crop yield prediction using ML on real-world weather, pesticide, and agricultural data.
python machine-learning random-forest agriculture eda data-visualization data-analysis climate-data faostat crop-yield pesticides
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May 8, 2025 - Python
Flask web app that predicts crop yield using CatBoost, XGBoost, and LSTM models.
python flask machine-learning deep-learning agriculture prediction lstm xgboost pca catboost crop-yield standard-scaler
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Aug 10, 2025 - Python
Description: 🌱 Smart Farm Yield Prediction Dashboard using PySpark, Streamlit, and Machine Learning for crop yield forecasting and interactive visual insights.
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Apr 19, 2025 - Python
hsbdc 202526/ A machine learning project forecasting U.S. Food Security Index changes using USDA crop data, FAOSTAT indicators, shock-lag feature engineering, and Random Forest, RidgeCV, and Gradient Boosting models.
python data-science machine-learning agriculture scikit-learn predictive-modeling food-security time-series-forecasting crop-yield
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May 7, 2026 - Python
The Crop Yield Prediction System is a machine learning-based web application built with Flask that predicts crop yield based on environmental and agricultural inputs.
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Apr 24, 2026 - Python
||Satellite NDVI and EVI combined with LightGBM for crop yield prediction in North-Central and Northwest Nigeria with a Streamlit dashboard.
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May 23, 2026 - Python
Crop yield regression from NDVI and multispectral satellite bands
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Jun 22, 2026 - Python
Using Docker and Keras to generate competition-worthy Crop Yield Prediction Models | ISTA429 Midterm project for Team X for MCLAS2021
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Nov 16, 2021 - Python
Disentangling agricultural intensification from climate in Nepal's national rice-yield record (1963–2023) with machine learning.
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Jul 21, 2026 - Python
Crop-relevant extreme-heat metrics and bias-adjustment evaluation using ERA5 and CMIP6
python r agriculture reproducible-research climate-data cmip6 crop-yield era5 bias-adjustment extreme-heat
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Jul 18, 2026 - Python
Crop Intelligence MCP Server - Yield forecasts, market values and risk analysis for EU agriculture. Questions? Start here!
agriculture mcp weather-data eurostat europe precision-agriculture nasa-power crop-yield ai-agent-tools model-context-protocol mcp-server crop-intelligence eu-agriculture
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Jul 7, 2026 - Python
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