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"""AgriPredict package entrypoint.
Expose commonly used helpers for the Streamlit app.
"""
from .config import get_collections
from .features import (
create_forecasting_features,
create_forecasting_features_1m,
create_forecasting_features_3m,
)
from .data import (
preprocess_data,
fetch_and_process_data,
fetch_and_store_data,
get_dataframe_from_collection,
collection_to_dataframe,
)
from .models import (
train_and_evaluate,
train_and_evaluate_1m,
train_and_evaluate_3m,
train_and_forecast,
forecast,
forecast_next_14_days,
forecast_next_30_days,
forecast_next_90_days,
)
from .plotting import plot_data, download_button, display_statistics
from .utils import (
save_best_params,
get_best_params,
authenticate_user,
collection_to_dataframe as utils_collection_to_dataframe,
)
from .scraper import api_client, AgmarknetAPIClient
__all__ = [
"get_collections",
"api_client",
"AgmarknetAPIClient",
]
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