lecrapaud 0.31.1

Framework for machine and deep learning, with regression, classification and time series analysis

🐸 LeCrapaud

An all-in-one machine learning framework

---

End-to-end machine learning on tabular and time series data — feature engineering, model selection, training, and prediction in one command.

Installation

pip install lecrapaud

Quick Start

from lecrapaud import LeCrapaud

LeCrapaud.set_uri("mysql+pymysql://user:password@host:port/dbname")

lc = LeCrapaud(
    experiment_name="my_experiment",
    target_numbers=[1],
    target_clf=[1],
    models_idx=["lgb", "xgb"],
)

lc.fit(data)
predictions, scores_reg, scores_clf = lc.predict(new_data)

Documentation

Full documentation available at lecrapaud.pierregallet.com

Contributing

python -m venv .venv
source .venv/bin/activate
make install
make format && make lint && make test

---

Pierre Gallet 2025