detector-clickbait-br-model

python -m venv .venv
source ./.venv/Scripts/activate
pip install scikit-learn nltk pandas numpy huggingface_hub ipywidgets

from huggingface_hub import hf_hub_download
import pickle

# Download dos arquivos
modelo_path = hf_hub_download(
    repo_id="rodrigoaraujorosa/detector-clickbait-br-model",
    filename="melhor_modelo.pkl"
)
tfidf_path = hf_hub_download(
    repo_id="rodrigoaraujorosa/detector-clickbait-br-model",
    filename="tfidf_vectorizer.pkl"
)
scaler_path = hf_hub_download(
    repo_id="rodrigoaraujorosa/detector-clickbait-br-model",
    filename="scaler.pkl"
)

# Carregar
with open(modelo_path, 'rb') as f:
    modelo = pickle.load(f)
with open(tfidf_path, 'rb') as f:
    tfidf = pickle.load(f)
with open(scaler_path, 'rb') as f:
    scaler = pickle.load(f)