ojas-gramo/sgd-nyc-crash-severity_v2

SGDRegressor for NYC Crash Severity

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

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]])