Freedom251 › AI Model Explainability Software
AIX360
Plans
| Plan | Billed and limits | Price |
|---|---|---|
| AIX360 | Open-source library; no charge stated · No price or usage limits stated | Free |
As aix360.res.ibm.com lists them, read 14 Nov 2026. The maker's own page has the final word.
Facts from AIX360's own pages
- Algorithm examples
- Listed methods include LIME, SHAP, ProtoDash, and time-series explanation approaches. · github.com, 14 Nov 2026
- Algorithms and metrics
- Its Python package includes algorithms covering different explanation dimensions and proxy explainability metrics. · github.com, 14 Nov 2026
- Audience and support
- The toolkit provides data-scientist-oriented tutorials and directs contributors to a Slack community. · github.com, 14 Nov 2026
- Data types
- The toolkit supports tabular, text, image, and time-series data. · github.com, 14 Nov 2026
- Dependencies
- Optional algorithm-specific dependencies can require conflicting Python versions, so not every algorithm combination can share one environment. · github.com, 14 Nov 2026
- Extensibility
- The library was developed with extensibility in mind and invites contributions of algorithms, metrics, and use cases. · github.com, 14 Nov 2026
- Guidance
- The project provides guidance material and a taxonomy tree to help select explanation algorithms. · github.com, 14 Nov 2026
- Install
- AIX360 can be installed from PyPI using pip install aix360. · github.com, 14 Nov 2026
- Platforms
- The toolkit is tested on Windows, macOS, and Linux. · github.com, 14 Nov 2026
- Project status
- The project describes the library as still in development. · github.com, 14 Nov 2026
- Purpose
- AIX360 is an open-source Python toolkit for interpreting and explaining datasets and machine-learning models. · github.com, 14 Nov 2026
- Python versions
- Python requirements vary by algorithm; the installation table lists versions including 3.6 and 3.10. · github.com, 14 Nov 2026
- Security and license
- The repository links to a security policy and identifies an Apache-2.0 license. · github.com, 14 Nov 2026
- Tutorials
- The repository includes example and tutorial Jupyter notebooks. · github.com, 14 Nov 2026
Where AIX360 stands on Freedom251
- AI Model Explainability Software#3 of 29