Feature Engine provides Python tools for feature engineering and selection that are compatible with scikit-learn.
Open source
24 alternativesDVC
vsFairlearn
DVC vs Fairlearn
How do DVC and Fairlearn compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | DVC | Fairlearn |
|---|---|---|
| What it is | DVC tracks data versions and machine learning experiments for collaborative development. | 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 |
Other options to consider
Sites similar to both DVC and Fairlearn.
The Featuretools Python library supports automated feature engineering and is published as open source.
Open source
24 alternatives
nilearn provides Python tools for machine learning and neuroimaging analysis.
Open source
24 alternatives
tsfresh automatically extracts relevant features from time series data.
Open source
24 alternatives
Cleanlab provides a Python library for data quality and machine learning with messy real world data and labels.
Open source
24 alternatives
Python package which helps to debug machine learning classifiers and explain their predictions.
Open source
24 alternatives