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This is an easy perform that normally takes a std::vector of sparse vectors and makes positive They can be zero-indexed (e.g. helps make confident the primary index worth is zero).
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This is a batch coach object that is meant to wrap online coach objects that build decision_functions. It turns an online Finding out algorithm including svm_pegasos right into a batch Finding out object.
So You should use this perform to benefit from a multi-core procedure to accomplish cross validation more quickly.
This is a simple input layer kind for use in the deep neural community which usually takes some form of graphic as input and loads it into a network.
This is the functionality which you can use to seed data clustering algorithms like the kkmeans clustering strategy. What it does is pick acceptable starting up details more for clustering by fundamentally seeking to find a list of factors which are all much clear of one another.
This perform takes a set of coaching data for any sequence labeling dilemma and experiences back again if it could quite possibly be a well fashioned sequence labeling dilemma.
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