feat: add multilabel targets to inference pipeline, fix tests #194
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Pringled
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Feb 15, 2025
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* Added multilabel option to training * Added multilabel option to training * Added multilabel option to training * Added multilabel option to training * Added multilabel option to training * Added multilabel option to training * Added threshold to predict * Updated docs * Updated docs * Removed fallback logic * Updated docs * Updated docs * Resolved feedback * Update model2vec/train/README.md Co-authored-by: Stephan Tulkens <stephantul@gmail.com> * Resolved feedback * Resolved feedback * Resolved feedback * Resolved feedback * add multilabel targets, fix tests (#194) * Fixed bug with array conversion * Optimized inference performance * Changed classes to np array * Added int as possible label type * Added int as possible label type * Use previous logic * Updated type check * Updated type check * Updated type check logic * Only return object type array for multilabel --------- Co-authored-by: Stephan Tulkens <stephantul@gmail.com>
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* Added multilabel option to training * Added multilabel option to training * Added multilabel option to training * Added multilabel option to training * Added multilabel option to training * Added multilabel option to training * Added threshold to predict * Updated docs * Updated docs * Removed fallback logic * Updated docs * Updated docs * Resolved feedback * Update model2vec/train/README.md Co-authored-by: Stephan Tulkens <stephantul@gmail.com> * Resolved feedback * Resolved feedback * Resolved feedback * Resolved feedback * add multilabel targets, fix tests (#194) * Fixed bug with array conversion * Optimized inference performance * Changed classes to np array * Added int as possible label type * Added int as possible label type * Use previous logic * Updated type check * Updated type check * Updated type check logic * Added evaluate function * Updated evaluate, updated tests to also include int type labels * Updated docs * Fixed inference tests * Refactored evaluate. Made evaluate available for pipelines. Simplified evaluate logic. * Removed unused imports * Updated classes logic --------- Co-authored-by: Stephan Tulkens <stephantul@gmail.com>
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This PR adds multilabel targets to the inference pipeline, and also fixes the tests so that this works.
I think the test solution is a bit ugly.