# API References ## Overview The DataAnalysisToolkit API reference guide provides detailed information on the classes, methods, and functionalities available in the toolkit. This guide is intended for developers and users who want to understand the inner workings and capabilities of the toolkit. ## Modules ### Data Sources - [APIConnector](link-to-api-connector-doc) - [ExcelConnector](link-to-excel-connector-doc) - [SQLConnector](link-to-sql-connector-doc) ### Formatters - [DataFormatter](link-to-data-formatter-doc) ### Generators - [CSVDataGenerator](link-to-csv-data-generator-doc) - [ReportGenerator](link-to-report-generator-doc) ### Integrators - [DataIntegrator](link-to-data-integrator-doc) ### Model - [FeatureEngineer](link-to-feature-engineer-doc) - [ModelEvaluator](link-to-model-evaluator-doc) ### Preprocessor - [DataPreprocessor](link-to-data-preprocessor-doc) ### Utils - [DataImputer](link-to-data-imputer-doc) ### Visualizer - [DataVisualizer](link-to-data-visualizer-doc) ## Class and Method Details Each linked page above contains detailed information about the respective class or module, including: - Constructors and initializers - Public methods and their parameters - Return types and values - Example usage and code snippets We encourage you to explore these API references to fully leverage the capabilities of DataAnalysisToolkit in your data analysis projects.