Projects

Projects

Scientific Software

Updated 6 months ago

modelStudio — Peer-reviewed • Rank 13.5 • Science 95%

modelStudio: Interactive Studio with Explanations for ML Predictive Models - Published in JOSS (2019)

ai explainable explainable-ai explainable-machine-learning explanatory-model-analysis human iml interactive interactivity interpretability interpretable interpretable-machine-learning learning machine model model-visualization r visualization xai

Engineering (40%) Earth and Environmental Sciences (40%)

Scientific Software · Peer-reviewed

Updated 6 months ago

https://github.com/cair/pytsetlinmachine • Rank 10.6 • Science 49%

Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, clause indexing, and literal budget

bandit-learning classification convolution embedding frequent-pattern-mining interpretable machine-learning propositional-logic regression rule-based tsetlin-machine

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

modelStudio — Peer-reviewed • Rank 13.5 • Science 95%

https://github.com/cair/pytsetlinmachine • Rank 10.6 • Science 49%