Feature Engine provides Python tools for feature engineering and selection that are compatible with scikit-learn.
Open source
24 alternativesELI5
vsSnorkel
ELI5 vs Snorkel
How do ELI5 and Snorkel compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | ELI5 | Snorkel |
|---|---|---|
| What it is | Python package which helps to debug machine learning classifiers and explain their predictions. | Snorkel helps generate training data programmatically through weak supervision. |
| 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 ELI5 and Snorkel.
The Featuretools Python library supports automated feature engineering and is published as open source.
Open source
24 alternatives
tsfresh automatically extracts relevant features from time series data.
Open source
24 alternatives
nilearn provides Python tools for machine learning and neuroimaging analysis.
Open source
24 alternatives
A Python package to assess and improve fairness of machine learning models.
Open source
24 alternatives
pytorch tabular provides a unified framework for deep learning models on tabular data.
Open source
24 alternatives