SAM

Sparse Additive Modelling (SAM) with:

• R package implementation (R/, src/, man/)
• Python wrapper package (python-package/) that reuses the current C++ core

R package

Build/check:

R CMD build .
R CMD check --as-cran SAM_1.2.tar.gz

Python package (wrapper)

Location: python-package/

APIs implemented:

• samLL, samHL, samEL, samQL
• predict_samLL, predict_samHL, predict_samEL, predict_samQL
• path plotting and summary helpers

The wrapper calls native symbols from src/SAM.so:

• grpLR, grpSVM, grpPR, grplasso

Quick local run:

bash python-package/scripts/build_native.sh
PYTHONPATH=python-package python3 python-package/examples/run_smoke.py

Documentation

• R help files: man/*.Rd
• Python docs: python-package/docs/ + python-package/mkdocs.yml

To build Python docs locally:

cd python-package
mkdocs build --strict