Welcome to the documentation of the datacleanbot Python API. datacleanbot offers automated, data-driven support to help users clean data effectively and smoothly. Given a random raw dataset representing a machine learning problem, the Python tool is capable of automatically identifying the potential issues and reporting the results and recommendations to the end-user in an effective way. datacleanbot is designed with a strong connection to OpenML which is a platform where people can easily share data, experiments and machine learning models. Users can easily acquire datasets from OpenML with the dataset ID and clean them with datacleanbot.

API Reference

Indices and tables