Scikit-learn NumPy

This function generates a random dataset, splits it into training and test sets, trains a random forest classifier, makes predictions on the test set, and calculates the accuracy of the predictions.

Function 2024-12-16 12:17:13 18 views

PyTorch torchvision

This function is used to load and transform data from a specified PyTorch dataset. It supports the CIFAR10 and MNIST datasets. The function returns a DataLoader object for batch data loading.

Data Loading and Conversion Functions 2024-12-16 12:17:06 26 views

Starlette

This function creates a web service based on Starlette, which includes a random route handler that returns a JSON response containing a message. It also sets up CORS (Cross-Origin Resource Sharing) middleware.

Web service 2024-12-16 12:16:50 11 views

APScheduler ThreadPoolExecutor

The code defines a function named random_task that creates a scheduled task scheduler using the APScheduler library. It randomly selects either a ThreadPoolExecutor or a ProcessPoolExecutor as the executor and sets up a task that runs every 10 seconds.

Timed task scheduling 2024-12-16 12:16:41 13 views

Bokeh Pandas

This function creates a scatter plot to show the relationship between two sets of data. It first generates some sample data using Pandas and NumPy, then passes these data to `ColumnDataSource` in the Bokeh library, and finally creates a scatter plot using Bokeh and displays it.

Data visualization 2024-12-16 12:16:31 15 views

Kivy Button

This function uses Kivy's Button component to generate a random background color and sets the size of the button to be 1/4th of the window size.

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

MongoEngine

This function creates a MongoEngine document, randomly sets the title, active status, and tags, and then saves it to the database.

MongoEngine Document Creation 2024-12-16 12:16:11 12 views

Seaborn Matplotlib

This function uses Seaborn's regplot to generate a linear regression plot and uses a randomly generated color. It first sets the plot style, then creates a regression plot, and finally displays the chart.

The type of code 2024-12-16 12:15:52 10 views

OpenCV

This function applies thresholding to an image using the cv2.threshold method from the OpenCV library. It first converts the image to grayscale, then applies the thresholding operation, which sets pixels with grayscale values above or below specified thresholds to either the maximum value (255) or the minimum value (0).

Image processing 2024-12-16 12:15:40 11 views

Fairseq PyTorch

This function uses Fairseq library's models and datasets for random translation. It first randomly selects a model and corpus, then loads the model and dataset, and finally translates the input sentence.

The type of code 2024-12-16 12:15:39 25 views