tvecs.visualization package¶

Submodules¶

tvecs.visualization.server module¶

CherryPy Server to provide recommendations of semantic similarity.

class tvecs.visualization.server.Server[source]¶

Bases: object

Server Configuration for t-vex.

See also

cherrypy

cross_lingual()[source]¶: Cross Lingual recommender html returned.

distances()[source]¶: Visualization with distances html returned.

get_cross_lingual_recommendations(lang1, lang2, word, topn=10)[source]¶

Provide cross lingual recommendations.

API Documentation

param lang1: Language 1 for cross lingual recommendations.
param lang2: Language 2 for cross lingual recommendations.
param word: Word utilised for cross lingual recommendations.
param topn: No of recommendations provided.
type lang1: String
type lang2: String
type word: String
type topn: Integer
return: List of recommendations
rtype: List

See also

tvecs.vector_space_mapper.vector_space_mapper

get_distance(word1, word2, language1, language2)[source]¶

Retrieve cosine distance between word1 and word2.

word1 and word2 have to be in the vocabulary of language1 and language2, respectively.

API Documentation

param word1: A word in language1’s vocabulary
param language1: Language of word1
param word2: A word in language2’s vocabulary
param language2: Language of word2
type word1: String
type language1: String
type word2: String
type language2: String
return: Dictionary with keys ‘word1’, ‘word2’, and ‘distance’
rtype: Dictionary

See also

VectorSpaceMapper.obtain_cosine_similarity()

index()[source]¶: Semantic spac visualization html returned.

lingual_semantics()[source]¶: Semantically related words in same language returned.

multivariate_analysis()[source]¶: Parallel Coordinates for multivariate analysis html page return.

retrieve_meaning(language, word)[source]¶

Optional: Translate the word.

Retrieve Eng definition(s) of a word from cached file or PyDictionary.

API Documentation

param language: Language for which definition needed
param word: Word whose definition needs to be retrieved
type language: String
type word: String
return: word and definition
rtype: String

retrieve_recommendations(language, word, limit=10)[source]¶

Retrieve number of semantically similar recommendations.

For specified word in the given lang retrieve limit recommendations

API Documentation

param language: Language for which recommendations required
param word: Semantic similar words provided for given word
param limit: No of words to be recommended [ Default 10 ]
type language: String
type word: String
type limit: Integer
return: List of recommendations
rtype: List

See also

gensim.models.Word2Vec

Module contents¶