XGBoost, scikit-learn This function uses the XGBoost library to predict heart disease. It first loads the dataset, then splits it into training and testing sets. Next, it creates an XGBoost classifier and trains it on the training set. Finally, it uses the model to make predictions on the test set and calculates the accuracy. 2024-12-16 12:14:12 Machine learning prediction function 9 views
Tornado, AsyncHTTPClient This function uses Tornado's AsyncHTTPClient to asynchronously fetch content from a random URL. 2024-12-16 12:14:11 Asynchronous HTTP request 12 views
APScheduler, random, time This function creates a background scheduler that randomly selects and prints a fruit name every 10 seconds. 2024-12-16 12:14:11 The type of code 10 views
boto3 This function uses the boto3 library's S3 client to generate a random S3 bucket name that does not exist. It first generates a random suffix, then attempts to create a bucket with a combination of a given prefix and the suffix. If the bucket already exists, it will catch the exception and continue until it finds a bucket that does not exist. 2024-12-16 12:14:11 The type of code 26 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. 2024-12-16 12:14:11 Asynchronous function 13 views
aiohttp, asyncio This code defines an asynchronous function to fetch user information from a random user API. The function uses the aiohttp library to make network requests and the asyncio library to handle asynchronous operations. 2024-12-16 12:14:10 Asynchronous function 11 views
Authlib This function randomly selects a provider from the list of providers the user is authenticated with. 2024-12-16 12:14:10 Function 9 views
Dask, NumPy, Dask.array This function uses the Dask library to generate a random walk path. It first generates a series of random x and y coordinates, then converts these coordinates into a Dask array using Dask's `from_array` method, and finally returns this Dask array. 2024-12-16 12:14:10 The type of code 19 views
The package and technology stack used in this code are [Locust]. This code defines a function named `random_user_behavior` that simulates random user behaviors in a web application using the Locust library. It uses the TaskSet and task decorators from Locust to define different tasks and the between function to simulate wait times between user behaviors. 2024-12-16 12:14:09 The type of code 21 views
Python built-in libraries (random, fire) This function generates a random sentence using a list of words. The length of the sentence is between 1 and max_sentence_length. 2024-12-16 12:14:09 Python Function 9 views
