gensim Word2Vec

This function uses the Word2Vec model from the gensim library to convert input text into word vectors and saves and loads the model.

Function 2024-12-16 12:17:58 27 views

gensim os

This custom function uses the Word2Vec model from the gensim library to train a word vector model. It takes two arguments: the first argument is the directory path to save the model file, and the second argument is the file path containing the text data. After training, the function saves the model to the specified directory.

Custom function 2024-12-16 12:14:36 28 views

gensim Word2Vec

This function uses the Word2Vec model from the gensim library to train word vectors on a text file and returns the word vector for a specific word.

Machine learning 2024-12-16 12:02:50 4 views

gensim Word2Vec

This function uses the Word2Vec model from the gensim library to perform vectorization on text data. It takes in text as input and optionally sets the vector size, window size, and minimum word frequency.

Machine learning 2024-12-16 11:46:53 8 views

gensim Word2Vec

This function creates a Word2Vec model from a given text using gensim's Word2Vec class. It tokenizes the text into sentences and then trains the model to generate word vectors.

Text processing 2024-12-16 11:43:48 3 views

gensim LineSentence

This function uses the Word2Vec model from the gensim library to train a word vector model on a given text file.

Machine learning 2024-12-16 11:40:58 4 views

gensim Word2Vec

This code defines a function that uses the Word2Vec model from the gensim library to convert text into word vectors. It accepts input text and a set of parameters to configure the Word2Vec model.

The type of code 2024-12-16 11:38:34 5 views

gensim Word2Vec

This function uses the Word2Vec model from the gensim library to convert text into word vectors, and saves and loads the model.

Function 2024-12-16 11:36:33 4 views

gensim Word2Vec

This code uses the Word2Vec model from the gensim library to train word vectors from text and can load pre-trained models.

The type of code 2024-12-16 11:32:00 5 views

gensim Word2Vec

This function uses the Word2Vec class from the gensim library to train a word vector model. It requires the file path, vector size, and window size as parameters.

Function 2024-12-16 11:31:01 7 views