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

Flair TextClassifier

This function uses the Flair library to perform text classification on the input document and generates a summary by extracting the most important sentences based on the classification results.

Text Classification and Summary 2024-12-16 12:17:59 30 views

Fairseq TransformerModel

This function uses the Transformer model from the Fairseq library to perform text translation. It first loads the pre-trained model and dictionary, then encodes the source text, translates it using the model, and finally decodes the translated tokens into text.

Translation function 2024-12-16 12:17:55 31 views

OAuthlib requests_oauthlib

This function creates an OAuth2 authentication session using the OAuthlib library. It accepts client ID, client secret, and token URL as parameters and returns an instance of an OAuth2 session.

OAuth 2 authentication session creation 2024-12-16 12:17:51 31 views

Authlib OAuth2Client

This function is used to retrieve the user identifier from a specified OAuth2 provider. It uses the OAuth2Client and OAuth2Token classes from the Authlib library to send an HTTP request to obtain an access token and ultimately retrieve the provider's user identifier.

Function 2024-12-16 12:17:19 14 views

Fairseq library

This function generates a random dictionary with a specified number of tokens and saves it to a file. Dictionaries are commonly used data structures in natural language processing, which map words to unique integer indices.

The type of code 2024-12-16 12:17:11 33 views

Fairseq Dictionary

This function randomly selects an input text from the Fairseq model and translates it using a pretrained model. First, it loads the target dictionary, then tokenizes the input text, loads the pretrained model, performs the translation, and decodes the output tokens back into text.

The type of code 2024-12-16 12:17:09 29 views

OAuthlib requests

The function uses the OAuth2Session and BackendApplicationClient classes from the OAuthlib library to refresh an access token. It takes client ID, client secret, refresh token, and token URL as parameters, and then uses these to obtain a new access token.

Function 2024-12-16 12:17:03 26 views

PyJWT datetime

This function generates an access token using the PyJWT library, which includes the username and expiration time.

Python Function 2024-12-16 12:16:51 19 views

Fairseq PyTorch

This function uses the Fairseq library's model and dictionary to generate a random sentence. First, it initializes the model, then it creates a random input sequence, uses the model to generate the output sequence, and finally converts the generated token sequence to a string.

Fairseq model random sentence generation 2024-12-16 12:16:49 27 views