Poshan-fertilizer-recommendation – AI Model by prathamrajbhar11 | AlphaNeural AI

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Poshan-fertilizer-recommendation

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🧪 Poshan — Fertilizer Recommendation Model

Part of the KissanSahyog agritech platform.

Poshan (Hindi: पोषण) means "nourishment / nutrition".

Model Files

File	Description
`fertilizer_model.pkl`	Fertilizer classifier
`columns.pkl`	Input feature column order
`label_encoder.pkl`	Fertilizer name label encoder

Inputs

Soil Type, Crop Type (categorical)
Temperature, Humidity, Moisture, N, P, K (numeric)

Output

Recommended fertilizer name + dosage notes

Usage

python

import joblib
import pandas as pd
model = joblib.load("fertilizer_model.pkl")
cols = joblib.load("columns.pkl")
enc = joblib.load("label_encoder.pkl")
pred = model.predict(pd.DataFrame([your_input], columns=cols))
print(enc.inverse_transform(pred))