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ArXivExplore

Guides

ArXivArticles
ArXivAuthor
ArXivCitations
ArXivClassify
ArXivCluster
ArXivDataset
ArXivExplain
ArXivFeatures
ArXivLogos
ArXivTeX
ArXivTop
ArXivTrend

Symbols

DanieleGregori`ArXivExplore`

ArXivClassifyCategoriesNet

ArXivClassifyCategoriesNet [cut_Integer,dim_Integer,drop]
	gives a net classifying the 'cut' most frequent categories,using as all linear layers' dimension 'dim',with dropout ratio 'drop';

ArXivClassifyCategoriesNet [catL_List,dim_Integer,drop]
	gives a net classifying the 'catL' list of categories, using as all linear layers' dimension 'dim', with dropout ratio 'drop';

ArXivClassifyCategoriesNet [catL_List,dim_List,drop]
	gives a net classifying the 'catL' list of categories,embedding titles in dimension dim[[1]], abstracts in dimension dim[[2]],catenate them and later pass them into a linear layer with dimension dim[[3]], with dropout ratio 'drop';

ArXivClassifyCategoriesNet [catL_List,dim_List,drop,idL_List]
	gives a net classifying the 'catL' list of categories,embedding titles in dimension dim[[1]], abstracts in dimension dim[[2]],introductions of article list 'idL' in dimension dim[[4]] and catenate them and later pass them into a linear layer with dimension dim[[3]], with dropout ratio 'drop'.

Details and Options

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Examples

(4)

Basic Examples

(1)

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net4=

ArXivClassifyCategoriesNet

[4,128]

Out[1]=

Scope

(1)

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Generalizations & Extensions

(1)

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Options

(1)

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