PyPI 官网下载 | glm-utils-0.5.tar.gz

# GLM utilities Tools for fitting GLMs with explicit time dependence (a.k.a. filters). Features: - Time delay embedding ([basics demo](demo/basics.ipynb)) - Basis functions ([bases demo](demo/basis_functions.ipynb)) - Follows [scikit-learn's](https://scikit-learn.org/) API conventions so can be used with [pipelines](https://scikit-learn.org/stable/modules/compose.html#pipeline) ([pipiline demo](demo/pipeline.ipynb)) For a more complete example see [multiple_inputs](demo/multiple_inputs.ipynb). ## Installation Package is on [pypi](https://pypi.org/project/glm-utils/): `pip install glm-utils` ## Useful extensions - [Group lasso](https://group-lasso.readthedocs.io/en/latest/index.html) - Balancing with [imbalanced-learn](https://imbalanced-learn.readthedocs.io/en/stable/) - Generalized Additive models as a more principled way of using basis functions: [pyGAM](https://pygam.readthedocs.io/en/latest/index.html)