The nltk This function takes a text and a language parameter, then uses the nltk library for tokenization, stop word removal, and lemmatization. Function 2024-12-16 12:18:01 28 views
nltk (Natural This function uses several components from the nltk library to analyze the sentiment of text. First, it uses word_tokenize to split the text into words, then it uses stopwords to remove common stopwords, followed by using WordNetLemmatizer for lemmatization, and finally, it uses the VADER sentiment analyzer to calculate the sentiment score for each word and computes the overall sentiment score for the text. The type of code 2024-12-16 12:15:46 20 views
Lingua library This function randomly selects a language from the Lingua library and generates a random word in that language. Function 2024-12-16 12:14:56 7 views
nltk library's This function first tokenizes the input text into words using nltk's word_tokenize method, then removes stopwords, and finally lemmatizes the remaining words. Text processing 2024-12-16 12:14:40 18 views
NLTK (Natural The function uses NLTK's word_tokenize for tokenization, stopwords to remove stop words, and WordNetLemmatizer for lemmatization, returning a list of lemmatized words. Python Function 2024-12-16 12:12:46 17 views
Lingua WordnetFrequencyLemmatizer The function uses the WordnetFrequencyLemmatizer class from the Lingua library to generate a specified number of random words in a given language. Function 2024-12-16 12:10:07 3 views
Lingua library's This function uses the WordNet module from the Lingua library to randomly select a synset (a set of cognitive synonyms) for a given word and then calculates the similarity between the synsets of two words. The type of code 2024-12-16 12:09:24 5 views
Lingua WordNetLemmatizer This function calculates the similarity between two words. First, it uses the WordNetLemmatizer from the Lingua library to lemmatize the words, and then it uses the word_similarity function to calculate the similarity between the lemmatized words. Function 2024-12-16 12:09:05 13 views
Lingua WordNet This function takes a word as input and returns a random synonym of that word using the WordNetLemmatizer from the Lingua library. Function 2024-12-16 12:06:23 4 views
nltk library This function uses the nltk library for text processing, including tokenization, stopword removal, and lemmatization. Function 2024-12-16 12:03:49 4 views
