Feature Engine provides Python tools for feature engineering and selection that are compatible with scikit-learn.
Open source
24 alternativesFeaturetools
vsAutoSKLearn
Featuretools vs AutoSKLearn
How do Featuretools and AutoSKLearn compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | Featuretools | AutoSKLearn |
|---|---|---|
| What it is | The Featuretools Python library supports automated feature engineering and is published as open source. | Automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator. |
| 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 Featuretools and AutoSKLearn.
PyCaret provides a low code AutoML platform for Python, with a scikit-learn native engine and React control plane.
tsfresh automatically extracts relevant features from time series data.
Open source
24 alternatives
Snorkel helps generate training data programmatically through weak supervision.
Open source
24 alternatives
nilearn provides Python tools for machine learning and neuroimaging analysis.
Open source
24 alternatives
An open source Python library for drift detection in machine learning systems.
Open source
24 alternatives