Initial upload: Poshan-fertilizer-recommendation
Browse files- README.md +43 -0
- columns.pkl +3 -0
- fertilizer_model.pkl +3 -0
- label_encoder.pkl +3 -0
README.md
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---
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language:
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- en
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- hi
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tags:
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- agriculture
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- fertilizer-recommendation
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- sklearn
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- india
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- kissansahyog
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license: mit
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---
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# 🧪 Poshan — Fertilizer Recommendation Model
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Part of the [KissanSahyog](https://github.com/Pratham200Rajbhar/KissanSahyog) agritech platform.
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**Poshan** (Hindi: पोषण) means "nourishment / nutrition".
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## Model Files
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| File | Description |
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|---|---|
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| `fertilizer_model.pkl` | Fertilizer classifier |
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| `columns.pkl` | Input feature column order |
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| `label_encoder.pkl` | Fertilizer name label encoder |
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## Inputs
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- `Soil Type`, `Crop Type` (categorical)
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- `Temperature`, `Humidity`, `Moisture`, `N`, `P`, `K` (numeric)
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## Output
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- Recommended fertilizer name + dosage notes
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## Usage
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```python
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import joblib
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import pandas as pd
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model = joblib.load("fertilizer_model.pkl")
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cols = joblib.load("columns.pkl")
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enc = joblib.load("label_encoder.pkl")
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pred = model.predict(pd.DataFrame([your_input], columns=cols))
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print(enc.inverse_transform(pred))
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```
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columns.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:3cd8976669555d11e8ca3dd885a5f4b3fe70f74a88395124d2f79c7b12f5cb81
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size 69
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fertilizer_model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:c740fed5c522728f641d7c0c98713ba134fdeee7a61d909e790cb2c435fcf945
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size 3938885
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label_encoder.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:4b9ba6df59cec95c01cbe48acdc7b3fbd3e0535acc2ca1dc1573f681d709d746
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size 563
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