Doc2Vec

Vectorize documents of arbitrary length

Algorithmia Platform License · Internet Access · Calls Other Algorithms

Run an Example

Install & Use

Use

curl -X POST -d '{
	"docs": "This algorithm creates a vector representation of an input text of arbitrary length (a document) by using LDA to detect topic keywords and Word2Vec to generate word vectors, and finally concatenating the word vectors together to form a document vector. The output document vector is within the same vector space as each Word2Vec word (300 dimensions, with a range of -1, +1)."
}' -H 'Content-Type: application/json' -H 'Authorization: Simple YOUR_API_KEY' https://api.algorithmia.com/v1/algo/nlp/Doc2Vec/0.5.1