---
license: apache-2.0
tags:
- sklearn
- regression
- traffic-safety
---

# SGDRegressor for NYC Crash Severity

Predicts `crash_score` from traffic features (`speed_mph`, `veh_per_sec`, GPS …).
Trained with scikit‑learn.

```python
from huggingface_hub import hf_hub_download
import joblib, pandas as pd

path = hf_hub_download("{username}/{repo_name}", "model.joblib")
model = joblib.load(path)

pred = model.predict([[month, day, hour, street, speed, c_lat, c_long]])