* Fixed issues with handling scientific notation in numeric columns * Enhanced support for complex currency formats * Added automatic datatype handling improvements * Streamlined EDA output for larger datasets
0.3.19
* Added early stopping for training * Enhanced evaluation metrics * Fixed serialization issues with pipelines * Improved documentation for pipeline workflows
0.3.18
* Added automatic feature importance calculation * Enhanced pipeline visualization capabilities * Fixed issues with model serialization * Added comprehensive examples for typical modeling workflows
0.3.17
* Added support for time series feature engineering * Enhanced cross-validation for time series datasets * Fixed memory leaks in large dataset analysis * Updated documentation with time series examples
0.3.16
* Added comprehensive multivariate analysis * Fixed memory performance for large datasets * Enhanced visualization capabilities * Added detailed examples for multivariate workflows
0.3.15
* Added new threshold optimization algorithms * Enhanced multivariate analysis capabilities * Fixed memory issues with large datasets * Added comprehensive examples for primary workflows