Add diagonal & isotropic sqrt_infos in geo factors

[bradley-solliday-skydio]

Often times the square root information matrix is a diagonal or
isotropic matrix. However, in our generated geo factors we always assume
they are full dense matrices leading to many more operations than
needed.

This commit modifies geo_factors_codegen.py to create 3 variants for
each geo factor, one which assumes sqrt_info is a square matrix (the
existing behavior), one which assumes it is a diagonal matrix, and one
which assumes it is an isotropic matrix.

These variants will have the same base name, with nothing appended to
the square variant, Diagonal appended to the diaognal variant, and
Isotropic appended to the isotropic covariant. They cannot have the
same name, as even though we only generate the factors in C++ which has
function overloading, disambiguating the overloads is a pain when
constructing sym::Factors. The square version takes a square
eigen matrix, the diagonal version a eigen vector whose entries are
those of the diagonal of sqrt_info, and a single scalar for the
isotropic version.

The header that the user imports remains the same, except now rather
than containing the implementation directly, it re-imports the headers
for the 3 different versions (which are stored in sub-directories).

Topic: sqrt_info_variants
Relative: geo_factors_use_skip_directory_nesting

[bradley-solliday-skydio]

Reviews in this chain:
└#295 Simplify geo_factors_codegen w/ skip_dir_nesting
　└#294 Add diagonal & isotropic sqrt_infos in geo factors

[bradley-solliday-skydio]

#	head	base	diff	date	summary
0	50c4a3af	f9a6f2d0	diff	Jan 20 16:14 PM	57 files changed, 9704 insertions(+), 3915 deletions(-)
1	cf820425	f9a6f2d0	diff	Jan 20 17:06 PM	43 files changed, 1 insertion(+), 1 deletion(-)
2	8e775eea	f9a6f2d0	diff	Feb 1 10:39 AM	57 files changed, 211 insertions(+), 196 deletions(-)

[aaron-skydio]

Something like this that's simple and only used in one place should just be inlined

[aaron-skydio]

We should use inspect.signature (or other methods on inspect) where possible, e.g. here (I get that above it's probably not possible since we're setting annotations to new values)