Code Library | Explore Python and Multi-Language Function Collections

scikit-learn

This function uses the RandomForestClassifier to fit the training data and predict labels on the test data, returning the model's accuracy.

2024-12-16 12:16:42 Machine learning classification 22 views

HoloViews, NumPy

This function creates a 3D surface plot using the HoloViews library. It accepts three arguments: x and y values for the grid, and a function f that calculates the z value for each grid point.

2024-12-16 12:16:42 Function 13 views

Authlib, OAuth2Provider

Create an OAuth2Provider instance for handling the OAuth2 authentication process. It requires a client ID and client secret.

2024-12-16 12:16:42 Function 14 views

Allennlp, Predictor, Instance, Tokenizer, Vocabulary

This function randomly selects a predictor from the Allennlp library and uses a randomly generated text for prediction.

2024-12-16 12:16:42 Function 21 views

APScheduler, ThreadPoolExecutor, ProcessPoolExecutor, BackgroundScheduler

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.

2024-12-16 12:16:41 Timed task scheduling 15 views

Panda3D, ShowBase, Point3, loadModel

This function creates a cube model with a random position and scale.

2024-12-16 12:16:41 Function 16 views

Authlib, Flask, OAuth2

This function initializes an OAuth2 session using the Authlib library, which is used to interact with OAuth2 providers to obtain access tokens.

2024-12-16 12:16:41 Function 17 views

SHAP library, numpy, scikit-learn's RandomForestClassifier, shap

This function uses the SHAP library to analyze the impact of each feature on the predictions of a given model. It visualizes the SHAP values for a subset of test data points.

2024-12-16 12:16:41 The type of code 18 views

PyAMQP, RabbitMQ

This function establishes a connection to a random AMQP broker and randomly selects a channel from the connection. It then checks if the specified queue exists and creates it if it does not.

2024-12-16 12:16:40 Python Function 20 views

Freezegun

This custom function uses the Freezegun library to simulate a random time point and execute code within that frozen time.

2024-12-16 12:16:40 Custom function 16 views

Code

This function uses the RandomForestClassifier to fit the training data and predict labels on the test data, returning the model's accuracy.

This function creates a 3D surface plot using the HoloViews library. It accepts three arguments: x and y values for the grid, and a function f that calculates the z value for each grid point.

Create an OAuth2Provider instance for handling the OAuth2 authentication process. It requires a client ID and client secret.

This function randomly selects a predictor from the Allennlp library and uses a randomly generated text for prediction.

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.

This function creates a cube model with a random position and scale.

This function initializes an OAuth2 session using the Authlib library, which is used to interact with OAuth2 providers to obtain access tokens.

This function uses the SHAP library to analyze the impact of each feature on the predictions of a given model. It visualizes the SHAP values for a subset of test data points.

This function establishes a connection to a random AMQP broker and randomly selects a channel from the connection. It then checks if the specified queue exists and creates it if it does not.

This custom function uses the Freezegun library to simulate a random time point and execute code within that frozen time.

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1 . The function takes multiple iterable objects as input and returns an iterator that produces tuples, each containing the next value from each input iterable. If an iterable is exhausted first, the value at that position is filled with the specified `fillvalue`.

2 . This function takes a list as input and then uses the sample method from the random module to shuffle the order of the elements in the list and return it.

3 . This function merges two lists and sorts them using the sorted function

4 . This function calculates the square root of the input number.

5 . This function takes a string argument and returns a dictionary containing the count of each English letter (case insensitive) in the string.

6 . This function takes a list of strings as input and returns all unique palindromes in the list.

7 . This function uses the BeautifulSoup library to extract all links from the given HTML content. It can specify the tag to search for and the attributes to filter the links.

8 . This function combines multiple iterable objects into a tuple. If one of the iterable objects is longer than the others, it fills the remaining positions with `fillvalue`.

9 . The function is used to merge multiple iterable objects into one iterator. If the iterables are of uneven length, the specified value is used to fill in the shorter iterables.

10 . This function first generates a random string of a specified length, then retrieves the current time and current directory, converts the string to JSON format, calculates its MD5 hash, checks if it contains a digit, and finally calculates the length of the string and prints all results.