gensim This function uses Word2Vec or Doc2Vec models from the gensim library to generate a sentence with random words. The user can specify the model type (dbow or doc2vec) and the number of words to generate. Text generation 2024-12-16 12:18:02 29 views
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 This function uses the Word2Vec class from the gensim library to train a word vector model. It accepts text data as input and can specify the vector size and window size. Function 2024-12-16 12:17:46 29 views
gensim library This function uses gensim's Word2Vec model to generate a word vector for a given word. If the word is not in the model's vocabulary, it generates a random vector. The type of code 2024-12-16 12:17:45 28 views
gensim This function uses the Word2Vec model from the gensim library to train a word vector model and saves the model to a file. Then, it loads the model from the file. The type of code 2024-12-16 12:17:43 20 views
gensim Word2Vec This function uses the Word2Vec model from the gensim library to calculate the frequency of each word in a word list. The frequency is calculated by the vector representation of the word in the Word2Vec model. Function 2024-12-16 12:16:35 22 views
gensim Dictionary The function uses gensim's Dictionary, Word2Vec, and LdaModel to process text data and generate a sentence based on a random topic. The type of code 2024-12-16 12:14:58 23 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 This custom function generates a Word2Vec model from a given text using the gensim library. This model can be used for text processing and natural language processing tasks. Custom function 2024-12-16 12:14:35 19 views
gensim Word2Vec This function uses the Word2Vec model from the gensim library to generate random text. It first loads a pre-trained Word2Vec model, then randomly selects words from the vocabulary, ensuring they are not stop words, and constructs a random text. The type of code 2024-12-16 12:11:23 5 views
