Recent Releases of charmark-biomarker-discovery
charmark-biomarker-discovery - v0.1.1
CharMark is a lightweight Python toolkit for character-level Markov modeling of speech transcripts, designed to uncover linguistic biomarkers of dementia. It computes steady-state character distributions, supports unsupervised exploration (PCA, k-means), non-parametric KS testing, and Lasso logistic-regression validation. Includes an end-to-end example notebook and automated tests for seamless reproducibility.
- Jupyter Notebook
Published by JKEVIN2010 8 months ago
charmark-biomarker-discovery - v0.1.0
CharMark is a lightweight Python toolkit for character-level Markov modeling of speech transcripts, designed to uncover linguistic biomarkers of dementia. It computes steady-state character distributions, supports unsupervised exploration (PCA, k-means), non-parametric KS testing, and Lasso logistic-regression validation. Includes an end-to-end example notebook and automated tests for seamless reproducibility.
- Jupyter Notebook
Published by JKEVIN2010 8 months ago