The nltk

This function takes a text and a language parameter, then uses the nltk library for tokenization, stop word removal, and lemmatization.

Function 2024-12-16 12:18:01 28 views

bcrypt

This code defines a password management system including functions for hashing a password, verifying a password, and changing a password.

Password management 2024-12-16 12:17:54 21 views

The code

This code uses the Schedule library to randomly execute a task. Each task is a lambda function, including random number generation, checking system uptime, string word count, temperature conversion, and string reversal.

The type of code 2024-12-16 12:17:50 35 views

PyMongoEngine

Create a user document and save it to the MongoDB database, including username, email, activation status, and creation time.

Database operation 2024-12-16 12:17:48 31 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 39 views

The code

This function generates a random chart using the Altair library, including types such as bar charts, line charts, etc., and randomly selects color schemes and mark types. The input parameter is a data source, which can be a pandas DataFrame or similar.

The type of code 2024-12-16 12:17:40 31 views

['Plotly' 'random'

This code defines a function that uses the Plotly library to randomly generate different types of charts, including scatter plots, bar charts, pie charts, heatmaps, contour plots, and surface plots.

The type of code 2024-12-16 12:17:39 16 views

Python wtforms

This code defines a registration form including username and password fields, using the wtforms library for validation. The username must be at least 4 characters long, and the password must be at least 6 characters long.

Web form validation 2024-12-16 12:17:33 24 views

Keras LSTM

This function creates a randomly configured LSTM model, including a random input layer shape, number of LSTM layers and neurons in each layer, as well as a random Dense layer.

The type of code 2024-12-16 12:17:30 14 views

cryptography PBKDF2HMAC

This code defines several encryption-related functions, including generating RSA key pairs, encrypting and decrypting messages, hashing passwords, and verifying passwords.

The type of code 2024-12-16 12:17:15 13 views