An open source Python library for drift detection in machine learning systems.
Open source
24 alternativesAutoViz
vsFairlearn
AutoViz vs Fairlearn
How do AutoViz and Fairlearn compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | AutoViz | Fairlearn |
|---|---|---|
| What it is | AutoViz automatically creates visualizations for datasets of different sizes from a single line of code. | 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 AutoViz and Fairlearn.
AIF360 provides fairness metrics and explanations for datasets and models, along with algorithms to mitigate bias.
Open source
24 alternatives
nilearn provides Python tools for machine learning and neuroimaging analysis.
Open source
24 alternatives
Feature Engine provides Python tools for feature engineering and selection that are compatible with scikit-learn.
Open source
24 alternatives
PySS3 supports interpretable text classification with SS3 and visualization tools for explainable AI.
Open source
24 alternatives
Python package which helps to debug machine learning classifiers and explain their predictions.
Open source
24 alternatives