Feature Engine provides Python tools for feature engineering and selection that are compatible with scikit-learn.
Open source
24 alternativesHow do Cleanlab and Fairlearn compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | Cleanlab | Fairlearn |
|---|---|---|
| What it is | Cleanlab provides a Python library for data quality and machine learning with messy real world data and labels. | A Python package to assess and improve fairness of machine learning models. |
| Website | ||
| Type | Open-source project | Open-source project |
| Topic | ||
| Pricing | Not confirmed | Not confirmed |
| Platforms | Not recorded | Not recorded |
| Open source | Yes | Yes |
| Language | English | English |
| Alternatives |
Sites similar to both Cleanlab and Fairlearn.
Feature Engine provides Python tools for feature engineering and selection that are compatible with scikit-learn.
The Featuretools Python library supports automated feature engineering and is published as open source.
nilearn provides Python tools for machine learning and neuroimaging analysis.
An open source Python library for drift detection in machine learning systems.
Python package which helps to debug machine learning classifiers and explain their predictions.
tsfresh automatically extracts relevant features from time series data.