Tqz/somoclu pipe

[ztq1996]

Problem & Solution Description (including issue #)

Create a somoclu pipeline and notebook that lets you train a SOM and estimate the n(z) of another catalog based on a calibration catalog

Code Quality

• My code follows the code style of this project
• I have written unit tests or justified all instances of #pragma: no cover; in the case of a bugfix, a new test that breaks as a result of the bug has been added
• My code contains relevant comments and necessary documentation for future maintainers; the change is reflected in applicable demos/tutorials (with output cleared!) and added/updated docstrings use the NumPy docstring format
• Any breaking changes, described above, are accompanied by backwards compatibility and deprecation warnings

[hangqianjun]

Looks good, though unit test needs some fixing