Add type hints (Part 3)

[desilinguist]

Changes

• Add statsmodels intersphinx mapping for documentation.
• add type hints to fairness_utils.py.
• add type hints to modeler.py.
• add type hints to preprocessor.py.
• add type hints to reader.py
• Remove incorrect exceptions in some tests based on changes in reader.py.

Note that in this MR, I also did some refactoring:

• Removed unused id_column argument in FeaturePreprocessor.filter_on_column().
• Changed the behavior of DataReader.locate_files() to always return list of string instead of either a string or a list of strings + Nones which was confusing and also caused issues when adding type hints.
• I also had to change a couple of tests to check for the raising of the correct exception type based on the changes in DataReader.

How to review

• Please check that I have not left any parameters/arguments/return values without type hints.
• Make sure that I didn't screw up anything when doing the refactoring.
• Here's the RTD build for this branch. Check the "API Documentation" section (only for the files affected by this MR) to confirm that all types are linked to relevant pages from external documentations (e.g., Python, Numpy, SKLL, stats models etc.)
• Check for typos and/or weird issues in docstrings.

[codecov]

Codecov Report

Attention: 3 lines in your changes are missing coverage. Please review.

Comparison is base (8ee9dbf) 96.14% compared to head (5360bc1) 96.09%.

Files	Patch %	Lines
rsmtool/modeler.py	95.16%	3 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #681      +/-   ##
==========================================
- Coverage   96.14%   96.09%   -0.05%     
==========================================
  Files          32       32              
  Lines        4483     4505      +22     
==========================================
+ Hits         4310     4329      +19     
- Misses        173      176       +3     

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[desilinguist]

We can ignore the coverage failure.