List of what have been done in new versions

v3.0

Refactored (backward incompatible). Divided into several subpackages. Mainly new 'consolidation'. There are new main pipelining functions and functions are implemented aside (also can be used separately).
All functions moved to consolidation subpackage now supports inplace parameter which may result in better performance.

Refactored (backward incompatible) - now data loading functions are in load_data module and feature engineering functions are in feature_engineering module. Various functions not related to used modules are in misc.
Database module updated and tests done
Clean DataFrame to table print function
Type hints

New formats support. H5, Parquet, xlsx...
Multiple files at once in a list ['file1.csv', 'file2.csv']
New function get_file_paths that open dialog window and let you choose files very simply. Return list of paths.
String embedding - transform string columns - E.g. Country ('US', 'FR'... etc.) into numbers so it can be used in machine learning models.
Deriving new columns with rolling fast fourier transform in preprocessing with add_frequency_columns()
Deriving new columns with add_derived_columns() in preprocessing such as first and second difference or rolling means and rolling standard deviations
Inputs module described in readme
No predicted column have to be specified in consolidation
Binning preprocessing function added