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This item signifies a container for another function item and an occasion of your vector_normalizer object. It immediately normalizes all inputs before passing them off to the contained function object.
This item represents a linear kernel to be used with kernel Mastering equipment that operate on sparse vectors.
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This function basically takes two vectors, the very first that contains element vectors and the second containing labels, and experiences again if The 2 could perhaps include knowledge for your well fashioned Finding out issue. In this case it just implies that The 2 vectors have the very same size and are not vacant.
This item signifies a multiclass classifier designed away from a list of binary classifiers. Each binary classifier is accustomed to vote for the right multiclass label utilizing a one vs. all method. Consequently, In case you have N classes then there will be N binary classifiers inside this item.
This perform can take a established of training info for just a compelled assignment issue and studies back again if it could quite possibly become a properly formed forced assignment trouble.
Checks a shape_predictor's capability to correctly predict the part destinations of objects. The output is the standard distance (calculated in pixels) concerning Each individual part and its genuine area.
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Particularly, it is a method for immediately clustering the nodes in a graph into teams. The strategy will be able to automatically decide the amount important source of clusters.
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Every time you existing this item by using a new sample stage it calculates the projection distance and if it is sufficiently massive then this new level is involved to the dictionary. Take note this item may be configured to have a greatest dimension.
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