The code The code defines a function named xxx that takes two parameters: the number of rows to generate and an instance of the Luigi task. The function first checks the parameter types, then runs the task to generate data, reads the generated data, filters the data based on age, and returns the filtered data. The type of code 2024-12-16 12:17:52 28 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
Packages and This code defines a file event handler based on the watchdog library that can monitor file events in a specified directory and ignore certain files based on event type and file extension. The type of code 2024-12-16 12:16:40 27 views
The packages This function generates random charts using the Altair library. It includes various types of charts such as bar charts, line charts, scatter plots, and text charts. The function accepts a Pandas DataFrame as input, randomly selects a chart type, and returns a JSON-formatted chart. The type of code 2024-12-16 12:15:37 11 views
Packages and This function uses Seaborn's catplot to draw a bar chart, with the color of the points being a randomly generated hex color. The type of code 2024-12-16 12:14:55 11 views
Packages and PermutationImportance, Explain_weights, Explainer, FeatureImportances The type of code 2024-12-16 12:14:38 10 views
The function The function simulates a random walk process. Given the number of steps and the starting point, the function returns the coordinates of each step. The type of code 2024-12-16 12:14:32 7 views
The code This code defines a function that generates a random sequence of a specified length and batch size, and converts these sequences to one-hot encoding format. The type of code 2024-12-16 12:14:29 6 views
The packages This function performs numerical integration of a given function over a specified interval, supporting multiple numerical integration methods. The type of code 2024-12-16 12:13:53 6 views
