https://github.com/francoisroyer/clj-xai

A repository of AI/ML algorithms in Clojure, with a focus on interpretability and explainability.
https://github.com/francoisroyer/clj-xai

Last synced: 2 months ago
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A repository of AI/ML algorithms in Clojure, with a focus on interpretability and explainability.

• Host: GitHub
• URL: https://github.com/francoisroyer/clj-xai
• Owner: francoisroyer
• License: epl-1.0
• Created: 2018-02-28T12:44:56.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-02-28T12:47:56.000Z (almost 7 years ago)
• Last Synced: 2024-08-01T13:20:23.525Z (5 months ago)
• Language: Clojure
• Size: 5.86 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-ccamel - francoisroyer/clj-xai - A repository of AI/ML algorithms in Clojure, with a focus on interpretability and explainability. (Clojure)

README

        
# clj-xai

A Clojure library and JVM toolkit for explainable AI/ML. The initial aim is to implement parcimonious,

rule-based ML algorithms such as the Bayesian algorithms described in the works of Rudin & al.

Available algorithms:

- Bayesian Rule Lists

- Bayesian Rule Sets

## Usage (library)

## Usage (command line)

## Roadmap

- Integrate roaring bitmaps

- use GPU for fast likelihood computations

- DD modeling

## License

Copyright © 2018 Francois Royer ([email protected])

Distributed under the Eclipse Public License either version 1.0 or (at

your option) any later version.