Welcome to T-Vecs’s documentation!¶
The main documentation for the site is organized into a couple sections:
Sequence Diagram for T-Vecs Driver Module¶
Name
Description
t-vecs
Driver Module
preprocessor
Preprocessor for Corpus
model_generator
Word2Vec implementation to Generate Semantic Word Embeddings
bilingual_generator
Generates Bilingual Dictionary
vector_space_mapper
Maps Vector Spaces between 2 Models using a Bilingual Dictionary
Sequence Diagram for Visualization Recommendations¶
Name
Description
client
HTTP Client
server
CherryPy Server
vector_space_mapper
Maps Vector Spaces between 2 Models using a Bilingual Dictionary
Sequence Diagram for Visualization for Distances & Multivariate Analysis¶
Name
Description
client
HTTP Client
server
CherryPy Server
vector_space_mapper
Maps Vector Spaces between 2 Models using a Bilingual Dictionary
Sequence Diagram for Preprocessor¶
Name
Description
t-vecs
Driver Module
preprocessor
Preprocessor for Corpus
digraph inheritanced8a97490d4 { bgcolor=transparent; rankdir=LR; size="8.0, 12.0"; "BasePreprocessor" [URL="_dev_docs/tvecs.preprocessor.html#tvecs.preprocessor.base_preprocessor.BasePreprocessor",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Abstract Base Class with basic preprocessor functionality."]; "EmilleCorpusPreprocessor" [URL="_dev_docs/tvecs.preprocessor.html#tvecs.preprocessor.emille_preprocessor.EmilleCorpusPreprocessor",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Emille Corpus Preprocessor which preprocesses the EMILLE Corpus."]; "BasePreprocessor" -> "EmilleCorpusPreprocessor" [arrowsize=0.5,style="setlinewidth(0.5)"]; "HcCorpusPreprocessor" [URL="_dev_docs/tvecs.preprocessor.html#tvecs.preprocessor.hccorpus_preprocessor.HcCorpusPreprocessor",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Hc-Corpus Preprocessor which preprocesses the Hc-Corpus."]; "BasePreprocessor" -> "HcCorpusPreprocessor" [arrowsize=0.5,style="setlinewidth(0.5)"]; "LeipzigPreprocessor" [URL="_dev_docs/tvecs.preprocessor.html#tvecs.preprocessor.leipzig_preprocessor.LeipzigPreprocessor",fillcolor=white,fontname="Vera Sans, DejaVu Sans, Liberation Sans, Arial, Helvetica, sans",fontsize=10,height=0.25,shape=box,style="setlinewidth(0.5),filled",target="_top",tooltip="Leipzig Preprocessor which preprocesses the Leipzig-Corpus."]; "BasePreprocessor" -> "LeipzigPreprocessor" [arrowsize=0.5,style="setlinewidth(0.5)"]; }
Corpus Size
Bilingual Size
Wordsim Dataset
Correlation Score
P-Value
136772323
11291
MTurk-287
0.6268
1.83e-29
136772323
9032
MTurk-287
0.6251
2.85e-29
136772323
4516
MTurk-287
0.6130
6.50e-28
82063393
11291
MTurk-287
0.6196
1.21e-28
82063393
6774
MTurk-287
0.6195
1.22e-28
54708929
11291
MTurk-287
0.5725
1.94e-23
54708929
4516
MTurk-287
0.5579
4.17e-22