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Vectorizers API
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Ngram and Skipgram Vectorizer
===============

.. autosummary::
   :toctree: generated/
   :template: class.rst

   NgramVectorizer
   SkipgramVectorizer
   LZCompressionVectorizer
   BytePairEncodingVectorizer

TokenCooccurrenceVectorizers
===========================

.. autosummary::
   :toctree: generated/
   :template: class.rst

   TokenCooccurrenceVectorizer
   MultiSetCooccurrenceVectorizer
   TimedTokenCooccurrenceVectorizer
   LabelledTreeCooccurrenceVectorizer

Wasserstein style Vectorizers
=============================

.. autosummary::
   :toctree: generated/
   :template: class.rst

   WassersteinVectorizer
   SinkhornVectorizer
   ApproximateWassersteinVectorizer

Utility Vectorizers and Transformers
====================================

.. autosummary::
   :toctree: generated/
   :template: class.rst

   EdgeListVectorizer
   CategoricalColumnTransformer
   InformationWeightTransformer
   RowDenoisingTransformer
   CountFeatureCompressionTransformer

Time Series Vectorizers and Transformers
========================================

.. autosummary::
   :toctree: generated/
   :template: class.rst

   HistogramVectorizer
   KDEVectorizer
   SlidingWindowTransformer