feat(core): implement Recipe and Step printing

[deepyaman]

To test:

>>> # Create test pipeline
>>> from sklearn.feature_selection import SelectKBest
>>> from sklearn.pipeline import Pipeline
>>> from sklearn.svm import SVC
>>> import ibis_ml as ml
>>> 
>>> imputer = ml.ImputeMean(ml.numeric())
>>> scaler = ml.ScaleStandard(ml.numeric())
>>> rec = ml.Recipe(imputer, scaler)
>>> subpipe = Pipeline(steps=[("select", SelectKBest(k=2)), ("svc", SVC())])
>>> pipe = Pipeline([("rec", rec), ("sub", subpipe)])
>>> 
>>> # Pretty-print pipeline
>>> from sklearn.utils._pprint import _EstimatorPrettyPrinter
>>> 
>>> # Default behavior (indent at name) looks OK
>>> pp = _EstimatorPrettyPrinter(compact=False, indent=1, indent_at_name=True)
>>> print(pp.pformat(pipe))
Pipeline(steps=[('rec',
                 Recipe(ImputeMean(numeric()), ScaleStandard(numeric()))),
                ('sub',
                 Pipeline(steps=[('select', SelectKBest(k=2)),
                                 ('svc', SVC())]))])
>>>
>>> # `indent_at_name=False` looks like it also works
>>> pp = _EstimatorPrettyPrinter(compact=False, indent=1, indent_at_name=False)
>>> print(pp.pformat(pipe))
Pipeline(steps=[('rec', Recipe(ImputeMean(numeric()), ScaleStandard(numeric()))),
        ('sub',
         Pipeline(steps=[('select', SelectKBest(k=2)), ('svc', SVC())]))])

[codecov-commenter]

Codecov Report

Attention: Patch coverage is 65.97938% with 66 lines in your changes are missing coverage. Please review.

Project coverage is 84.61%. Comparing base (fabc3c4) to head (1379e3c).

Files	Patch %	Lines
ibis_ml/utils/_pprint.py	58.49%	66 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #101      +/-   ##
==========================================
- Coverage   86.36%   84.61%   -1.76%     
==========================================
  Files          23       25       +2     
  Lines        1658     1852     +194     
==========================================
+ Hits         1432     1567     +135     
- Misses        226      285      +59     

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