Implemented cubic spline; refactoring; various improvements #7
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1. Implemented `CubicSpline` with types: "Natural", "Not-a-knot", "Periodic", "Not-a-knot start", "Not-a-knot end", "Semi-not-a-knot". 2. Added types for `QuadraticSpline`: "Semi-natural", "Semi-knot-a-knot", "Semi-semi". 3. Moved the coefficient calculation for linear, quadratic, and cubic splines into separate functions. 4. Split utilities into separate files and placed them in the "util" folder. 5. Added `alfi::util::linalg::linsolve` function for solving linear systems using LU decomposition. 6. Added tests for cubic spline. 7. Added `-fsanitize=address` option to unit tests. 8. Replaced `size_t` with `alfi::SizeT`, defined by the `ALFI_SITE_TYPE` macro (defaults to `size_t`). 9. Updated `ALFI_DEFAULT_CONTAINER` to define a template name instead of a type name. 10. Replaced template data types with `auto` in all functions. 11. Added new CMake build profiles: `RelWithDebInfo`, `MinSizeRel`, and `Fast`. 12. Added compiler options configuration for each profile in CMake.
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Types of changes
Related: #6
Description
Implemented
CubicSplinewith types: "Natural", "Not-a-knot", "Periodic", "Not-a-knot start", "Not-a-knot end", "Semi-not-a-knot".Added types for
QuadraticSpline: "Semi-natural", "Semi-knot-a-knot", "Semi-semi".Moved the coefficient calculation for linear, quadratic, and cubic splines into separate functions.
Split utilities into separate files and placed them in the "util" folder.
Added
alfi::util::linalg::linsolvefunction for solving linear systems using LUP decomposition.Added tests for cubic spline.
Added
-fsanitize=addressoption to unit tests.Replaced
size_twithalfi::SizeT, defined by theALFI_SITE_TYPEmacro (defaults tosize_t).Updated
ALFI_DEFAULT_CONTAINERto define a template name instead of a type name.Replaced template data types with
autoin all functions.Added new CMake build profiles:
RelWithDebInfo,MinSizeRel, andFast.Added compiler options configuration for each profile in CMake.