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 27 views
Dask Dask This function accepts a Dask DataFrame, a column name, and an aggregation function, then performs data aggregation on the specified column using the aggregation function, and finally returns the aggregated result as a Dask DataFrame. Dask DataFrame Aggregation 2024-12-16 12:17:42 17 views
pandas numpy This function selects a specified number of random columns from the input pandas DataFrame and returns a new DataFrame. The type of code 2024-12-16 12:17:41 16 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
GeoPandas This function applies a buffer distance to each geometry in the input GeoDataFrame using the GeoPandas library, and returns a new GeoDataFrame with the buffered geometries. Geographic data processing 2024-12-16 12:17:37 18 views
pandas numpy This function generates a random DataFrame with specified number of rows and columns. The DataFrame is created using numpy's random normal distribution. The type of code 2024-12-16 12:17:26 19 views
numpy pandas This function uses the numpy library to generate a random sample from a normal distribution, where the parameter arg1 specifies the mean of the sample and the parameter arg2 specifies the standard deviation. Python Function 2024-12-16 12:17:21 13 views
Pandas NumPy This function shuffles the columns of a pandas DataFrame by randomly shuffling the list of column names. Pandas DataFrame operation 2024-12-16 12:17:20 13 views
Beanie PydanticObjectId This function accepts a MongoDB client and a city name, then retrieves the weather records for that city from the MongoDB database and generates a weather report containing the average temperature, highest temperature, and lowest temperature. Function 2024-12-16 12:17:20 27 views
