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Poshan-fertilizer-recommendation
prathamrajbhar11/Poshan-fertilizer-recommendation
Poshan-fertilizer-recommendation is a machine learning model from prathamrajbhar11. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for sklearn. The card lists the license as mit.
Part of the KissanSahyog agritech platform.
Access
Public
Updated Apr 6, 2026
Repo size
3.9 MB
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Repo makeup
Click a slice to open those files.
.pkl3.9 MB · 100%
At a glance
- Library
- sklearn
- License
- mit
- Access
- Public
- Created
- Apr 6, 2026
- Updated
- Apr 6, 2026
- SHA
- 79d8e0b5
Model card
From the Hugging Face model README
🧪 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
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))
- Library
- sklearn
- License
- mit
- Languages
- en, hi
- Created
- Apr 6, 2026
- Updated
- Apr 6, 2026