Examples¶

The package ships runnable example scripts in examples/ and generated visual outputs in test_output/ as SVG files.

This page is an overview. Detailed inputs, outputs, and figures are split by example family in the pages linked below.

Run examples from the package root:

python examples/example_imsl_lslrg.py
python examples/example_imsl_lslpb.py
python examples/example_imsl_lsqrr.py
python examples/example_imsl_iterative_solvers.py
python examples/example_imsl_cholesky_solve.py
python examples/example_imsl_tridiagonal.py
python examples/example_imsl_ridge_regression.py
python examples/example_imsl_triangular_qr.py
python examples/example_imsl_norms_conditioning.py
python examples/example_imsl_banded_sparse.py
python examples/example_imsl_constrained_ls.py

Regenerate the documentation figures by rerunning the relevant examples from the package root. Each script updates one or more SVG files in test_output/.

Example Script Map¶

Script	Primary topic	Generated SVG outputs
`example_imsl_lslrg.py`	General real system (LSLRG)	`example_imsl_lslrg.svg`
`example_imsl_lslpb.py`	Positive definite banded (LSLPB)	`example_imsl_lslpb.svg`
`example_imsl_lsqrr.py`	Least squares (LSQRR)	`example_imsl_lsqrr.svg`
`example_imsl_iterative_solvers.py`	Iterative solvers: CG / GMRES / BiCG	`example_imsl_iterative_solvers.svg`
`example_imsl_cholesky_solve.py`	Cholesky factorization (cholfact / cholsolve)	`example_imsl_cholesky_solve.svg`
`example_imsl_tridiagonal.py`	Tridiagonal Thomas algorithm (tridiag_solve)	`example_imsl_tridiagonal.svg`
`example_imsl_ridge_regression.py`	Ridge regression (Tikhonov)	`example_imsl_ridge_regression.svg`
`example_imsl_triangular_qr.py`	Triangular solvers and QR	`example_imsl_triangular_qr.svg`
`example_imsl_norms_conditioning.py`	Norms and conditioning	`example_imsl_norms_conditioning.svg`
`example_imsl_banded_sparse.py`	Banded and sparse solvers	`example_imsl_banded_sparse.svg`
`example_imsl_constrained_ls.py`	Constrained / bounded LS and cyclic tridiag	`example_imsl_constrained_ls.svg`

Detailed pages by family: