Python shutil

This function moves a file from a specified path to a specified directory. If the target directory does not exist, it will be created automatically.

File operation 2024-12-16 12:17:56 35 views

The code

This code defines a function named `visualize_shap_values` that visualizes SHAP values for a given dataset and model. It first creates a SHAP explainer, then computes SHAP values, and visualizes these values using the `waterfall` method from the SHAP library. In the main function `main`, a random dataset is generated, a simple linear regression model is created, and the `visualize_shap_values` function is called to visualize the SHAP values of the model on the data.

The type of code 2024-12-16 12:17:40 46 views

pandas numpy

This function generates a random DataFrame with specified number of rows and columns. The DataFrame is created using numpy's random normal distribution.

The type of code 2024-12-16 12:17:26 23 views

Seaborn Numpy

This function generates a scatter plot using the Seaborn library. The data for the scatter plot is created using random data generated by the Numpy library.

The type of code 2024-12-16 12:17:05 17 views

Flask-SQLAlchemy SQLAlchemy

The code uses Flask-SQLAlchemy to create a database model, defines a custom event to perform an operation after a new user is created, and creates a Flask route to handle user creation requests.

The type of code 2024-12-16 12:16:34 14 views

This function

This function uses the Dask library to create a random array and then performs a random mathematical operation (such as sum, mean, max, min, etc.) on the array, returning the result of the operation.

The type of code 2024-12-16 12:16:32 31 views

Python OAuthlib

This function uses the OAuthlib library's OAuth2Session and BackendApplicationClient to obtain an OAuth2 token. First, a client is created, then an OAuth2 session is created, and finally, an access token is obtained by making a POST request to the specified token_url.

Function 2024-12-16 12:15:53 27 views

Discord.py

This function creates a new role in a specified Discord server with a random name and color. If a role with the same name already exists in the server, no new role will be created.

Discord API Function 2024-12-16 12:14:54 11 views

Aiohttp asyncio

This function uses the Aiohttp library and asyncio library to asynchronously obtain random user information. First, an asynchronous session is created, then the fetch_random_user_data function is called to obtain random user data, and finally, the JSON response is parsed and the information of the first user is returned.

Asynchronous function 2024-12-16 12:14:11 12 views

FastAPI Pydantic

This function creates an item using FastAPI and Pydantic, handling exceptions that may occur during the item creation process. It accepts a Pydantic model containing item information and returns the created item. If an exception occurs during item creation, it raises an HTTP exception.

FastAPI Function 2024-12-16 12:13:40 9 views