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

Locust library

This code defines a user generator based on the Locust library, used to simulate users visiting the homepage and performing random attempts. It uses the User class, task decorators, event handling, and random number generation from the Locust library.

The type of code 2024-12-16 12:17:57 29 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

TensorFlow NumPy

This code defines a function that creates a random tensor with a specified shape using TensorFlow and prints out the tensor's shape and statistical information.

The type of code 2024-12-16 12:17:55 29 views

Python PyTorch

This function performs a random walk process and visualizes the result using matplotlib. It randomly selects the direction and number of steps, then records the position of each step and plots it.

Data visualization 2024-12-16 12:17:54 36 views

Authlib Flask

This function uses the Authlib library to integrate OAuth client into a Flask application, implementing user login through the Google OAuth2.0 protocol and fetching user information.

The type of code 2024-12-16 12:17:53 29 views

Huggingface Transformers

This function uses the summarization model from the Huggingface Transformers library to generate a random summary of the given text.

Function 2024-12-16 12:17:53 29 views

Keras MNIST

This code defines a function that uses the Keras library to classify the MNIST dataset. It first loads the dataset, then preprocesses the data, then constructs a simple neural network model, compiles and trains the model, and finally evaluates the model performance.

The type of code 2024-12-16 12:17:47 31 views

httpx

This function sends an asynchronous HTTP GET request to https://randomuser.me/api/ using the httpx library. This API returns a JSON object containing randomly generated user information. The function checks the HTTP response status code, and if successful (status code 200), it returns the JSON response; otherwise, it returns None.

Asynchronous HTTP request 2024-12-16 12:17:46 30 views

Babel library

This function uses the format_currency function from the Babel library to format currency amounts. It randomly selects a currency type and locale settings, then formats a sample amount.

The type of code 2024-12-16 12:17:45 24 views