nilearn provides Python tools for machine learning and neuroimaging analysis.
Open source
24 alternativesPydata book
vsELI5
Pydata book vs ELI5
How do Pydata book and ELI5 compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | Pydata book | ELI5 |
|---|---|---|
| What it is | Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media. | Python package which helps to debug machine learning classifiers and explain their predictions. |
| 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 Pydata book and ELI5.
The Featuretools Python library supports automated feature engineering and is published as open source.
Open source
24 alternatives
A Python package to assess and improve fairness of machine learning models.
Open source
24 alternatives
Feature Engine provides Python tools for feature engineering and selection that are compatible with scikit-learn.
Open source
24 alternatives
An open source Python library for drift detection in machine learning systems.
Open source
24 alternatives
modAL provides a modular active learning framework for Python built on top of scikit-learn.
Open source
24 alternatives