{"library":"formulaic","type":"library","category":null,"description":"Formulaic is a high-performance Python library that implements Wilkinson formulas for statistical modeling. It simplifies feature engineering by providing extensible formula parsing and high-performance dataframe to model-matrix conversions. It supports various data input/output formats including pandas DataFrames, NumPy arrays, SciPy sparse matrices, and Narwhals dataframes. The library is actively maintained and currently at version 1.2.1.","language":"python","status":"active","version":"1.2.1","tags":["scientific computing","data transformation","statistical modeling","feature engineering","formulas","Wilkinson formulas"],"last_verified":"Wed May 20","install":[{"cmd":"pip install formulaic","imports":["from formulaic import Formula","from formulaic import model_matrix"]}],"homepage":null,"github":"https://github.com/matthewwardrop/formulaic","docs":"https://matthewwardrop.github.io/formulaic","changelog":null,"pypi":"https://pypi.org/project/formulaic/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":12.5,"avg_import_s":2.09,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/formulaic/compatibility"}}