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README.md
In SAM: Sparse Additive Modelling
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, samQLpredict_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
Try the SAM package in your browser
Any scripts or data that you put into this service are public.
SAM documentation built on March 13, 2026, 9:08 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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,samQLpredict_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
Try the SAM package in your browser
Any scripts or data that you put into this service are public.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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