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Improve documentation on classifiers, simplify use of custom scikit-learn classifiers

Patrick Godwin requested to merge classifiers_plugin_docs into master

See title. A few extra items as part of this PR are as follows:

  • Switch to installing iDQ in conda container within CI from source rather than wheels. This avoided some of the issues of missing docs for the scikit-learn classifier classes.
  • Modify scikit-learn classifier classes to export classifier(), preprocessor() as part of the public API.
Edited by Patrick Godwin

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