Crossbar

This function creates a WebSocket echo server using the Crossbar library. It takes two arguments: the class name of the WebSocket component and the arguments to be passed to the class.

Websocket Echo Server 2024-12-16 12:18:04 90 views

Scikit-learn

This function uses the RandomForestClassifier from Scikit-learn to fit a model on the training data, make predictions on the test data, and then calculate and return the accuracy of the predictions.

Machine learning classification 2024-12-16 12:17:59 29 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 28 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 28 views

spaCy

This function creates a text classifier using the spaCy library. It takes in texts and their corresponding labels, and then trains a classifier to predict the category of the texts.

Text classifier creation 2024-12-16 12:17:52 26 views

Questionary

This function uses the Questionary library to allow the user to select a color from a predefined list. It first defines a list of colors, then uses the prompt function and the Choice class to display a selection menu from which the user can choose a color. Finally, the function returns the selected color.

Function 2024-12-16 12:17:52 24 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

PyInquirer

This function uses the PyInquirer library's prompt and Choice classes to select a user from a given list. It first defines a list of question configurations, specifying a list type question to select a user from the list provided by the user.

Python Function 2024-12-16 12:17:47 28 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

scikit-learn

This function uses the Random Forest algorithm to classify the training data and evaluates the model's accuracy on the test data.

Function 2024-12-16 12:17:46 28 views