Pathlib This function accepts a Path object as an argument and returns a list of all files in the specified directory. If the provided path is not a directory, it raises a ValueError. 2024-12-16 12:14:42 Function 19 views
HoloViews, Pandas, NumPy This function creates a scatter plot using the HoloViews library, demonstrating it with a randomly generated dataset. It accepts a DataFrame and column names for the x-axis and y-axis as inputs. 2024-12-16 12:14:42 Function 11 views
numpy, pandas, matplotlib This function generates a set of random data and then visualizes it using the matplotlib library. 2024-12-16 12:14:42 Data visualization 11 views
Huggingface Transformers This function randomly selects a sentiment analysis model from the Huggingface Transformers library and creates a sentiment analysis pipeline. Then, it defines an internal function `sentence_analysis` which takes a piece of text and performs sentiment analysis using the pipeline. 2024-12-16 12:14:42 Custom function 34 views
PyTorch This function takes a 2D tensor as input and returns its transpose. If the input is not a 2D tensor, it raises an error. 2024-12-16 12:14:41 Function 31 views
matplotlib, NumPy This function uses the matplotlib library's pyplot module to plot a scatter plot and a histogram. It takes data, axis labels, and a title as parameters and displays both the scatter plot and histogram on the same graph. 2024-12-16 12:14:41 Function 12 views
Beanie, motor, MongoDB, AsyncIOMotorClient, Document This code defines a function that uses the Beanie library and the motor MongoDB asynchronous client to create a document named Title, and randomly generates a title and author, then saves this document to a MongoDB database. 2024-12-16 12:14:41 The type of code 33 views
numpy, shap, sklearn This function uses the SHAP library to explain a given RandomForestClassifier model and data, returning SHAP values for each sample and feature. 2024-12-16 12:14:41 Function 11 views
nltk library's word_tokenize, stopwords, WordNetLemmatizer This function first tokenizes the input text into words using nltk's word_tokenize method, then removes stopwords, and finally lemmatizes the remaining words. 2024-12-16 12:14:40 Text processing 20 views
pymysql This function uses the pymysql library to query the current database name connected to the MySQL database and prints it. If an error occurs during the query, it catches the exception and prints the error message. 2024-12-16 12:14:40 The type of code 10 views
