scikit-learn LogisticRegression

This function uses the LogisticRegression model from the scikit-learn library to train a dataset and evaluate its accuracy on a test set.

Machine learning 2024-12-16 12:17:51 30 views

tox tox-venv

This function randomly selects a function from the tox library and creates a new function to demonstrate its usage. For example, if the function tox.config.useenv is selected, the value of this function is returned.

Python Function 2024-12-16 12:17:51 27 views

Keras MNIST

This code defines a function that uses the Keras library to classify the MNIST dataset. It first loads the dataset, then preprocesses the data, then constructs a simple neural network model, compiles and trains the model, and finally evaluates the model performance.

The type of code 2024-12-16 12:17:47 31 views

Babel library

This function uses the format_currency function from the Babel library to format currency amounts. It randomly selects a currency type and locale settings, then formats a sample amount.

The type of code 2024-12-16 12:17:45 24 views

random string

Generates a random string of specified length and character set.

Function 2024-12-16 12:17:42 19 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

wxPython wx.lib.agw.aui.auiManage

This code creates a random color button on a wxPython panel. It uses wx.lib.agw.aui.auiManage to manage the panel, wx.lib.agw.aui.auiNotebook to create a notebook containing a panel, and wx.lib.agw.aui.auiPanel to set the color of the button.

The type of code 2024-12-16 12:17:38 15 views

Scikit-learn

This function uses the Random Forest algorithm to train the given training set and perform classification predictions on the test set, finally returning the accuracy of the model.

Machine learning classification 2024-12-16 12:17:21 17 views

Matplotlib NumPy

This function plots the 2D density estimate of a given dataset using Gaussian kernel density estimation.

Function 2024-12-16 12:17:14 14 views

Schedule datetime

This code defines a function named 'daily_task' that runs at 9 AM every day. It uses the Schedule library to set up timed tasks and runs the scheduler in an infinite loop.

Timed task 2024-12-16 12:17:14 22 views