MXNet

This function accepts two arguments, arg1 and arg2, which define the dimensions of the random matrix to be generated. The function first generates a random matrix of shape (arg1, arg2), then uses MXNet's transpose function to transpose it, and finally returns the transposed matrix.

Python Function 2024-12-16 12:18:03 44 views

NetworkX

The function generates a random graph with a given number of nodes and average degree. If the average degree is less than 2, it returns an error message. If the average degree is 2, it generates a Petersen graph; if the average degree is 3, it generates a 2D cube graph; otherwise, it generates an Erdős-Rényi random graph.

Custom function 2024-12-16 12:18:02 42 views

gensim

This function uses Word2Vec or Doc2Vec models from the gensim library to generate a sentence with random words. The user can specify the model type (dbow or doc2vec) and the number of words to generate.

Text generation 2024-12-16 12:18:02 29 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

Altair library

This function randomly selects a chart type from the Altair library, then randomly selects a data field, color scale, and mark type to generate a random chart.

The type of code 2024-12-16 12:18:00 36 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

Dagster SQLAlchemy

This function uses the Dagster library and SQLAlchemy to create an in-memory SQLite database and generates a random table of people with names and ages.

The type of code 2024-12-16 12:17:58 27 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 34 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 29 views