Templates

Function Name	Description
Univariate Anomaly Detection	This function performs Univariate Anomaly Detection on the specified column of the dataframe
Sensor Elimination	This function performs Sensor Elimination by analyzing data from multiple sensors and removing those that provide redundant or irrelevant information
Window Matching	This function performs Window Matching by comparing segments (windows) of data within the specified columns of the dataframe
Pattern Recognition	This function performs Pattern Recognition on the specified columns of the dataframe to detect and classify recurring patterns within the data
Supervised Data Creation Clustering	This function performs Supervised Data Creation using Clustering by grouping data points into clusters based on their similarities and then assigning labels to each cluster for supervised learning tasks
Predict gender using name	This function predicts the gender of individuals based on their names by using machine learning models