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

Flask Jinja2

This function creates a Flask application with two routes: one for handling POST requests and returning a JSON response, and another for rendering an HTML template.

Web Application 2024-12-16 12:18:01 28 views

SHAP Numpy

This function uses the SHAP library to visualize the SHAP values for a given model and data. It takes input features, target variable, model, and feature names as inputs and generates a visualization of the SHAP values.

The type of code 2024-12-16 12:18:00 34 views

matplotlib Counter

The function takes a text as input and generates a word count histogram using the matplotlib library, showing the 20 most common words and their frequencies in the text.

Custom function 2024-12-16 12:18:00 30 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

Altair (data

This function generates random charts using Altair from a provided DataFrame. It randomly selects the chart type, color, and data fields for the x and y axes.

The type of code 2024-12-16 12:17:58 35 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

Plotly Python

This code defines a function named random_bar_chart that accepts a dictionary as input, with the keys and values of the dictionary serving as the x-axis and y-axis data for the chart. The function uses the GraphObjects module from Plotly to create a bar chart and randomly generates data. Then, it updates the chart's layout and displays the chart.

The type of code 2024-12-16 12:17:55 30 views

Python PyUSB

This function searches for a specific USB device connected to the computer by its Vendor ID and Product ID.

Python Function 2024-12-16 12:17:55 27 views