Welcome to Wolta’s documentation!
Wolta is a Python library for data science. It is designed to make easy data analysis, data manipulation, model training.
Check out the Overview section for further information and you can find the source code there. Also, for the other details, check Other Stuff.
Tip
Wolta name comes from a Polish folk dance.
Installation
To install Wolta, run this command:
>>> pip install wolta
Contents
- Overview
- What’s new?
- Data Tools
- col_types
- unique_amounts
- make_numerics
- scale_x
- examine_floats
- calculate_bounds
- calculate_min_max
- load_by_parts
- create_chunks
- transform_data
- transform_pred
- make_categorical
- is_normal
- seek_null
- make_null
- stat_sum
- extract_float
- col_counts
- check_similarity
- find_broke
- expand_df
- split_as_df
- train_test_val_split
- synthetic_expand
- multi_split
- corr_analyse
- scale_df
- corr_high
- Model Tools
- Visual Tools
- Feature Tools
- Progressive Tools
- Further Readings
- Other Stuff