GitHub / kostask200 / crop-recommendation-neural-network-DL

A neural network-based crop recommendation system leveraging soil and environmental data. Achieved 98% accuracy through hyperparameter tuning and evaluation of two architectures with 2 and 5 hidden layers.

JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kostask200%2Fcrop-recommendation-neural-network-DL
PURL: pkg:github/kostask200/crop-recommendation-neural-network-DL

Topics: agriculture, crop-recommendation, deep-learning, neural-network, precision-agriculture, pytorch, sklearn, skorch

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