Projects in Awesome Lists tagged with minimum-description-length
A curated list of projects in awesome lists tagged with minimum-description-length .
https://github.com/scikit-mine/scikit-mine
scikit-mine : pattern mining in Python
datamining minimum-description-length pattern-mining scikit scikit-learn
Last synced: 05 Oct 2025
https://github.com/csinva/mdl-complexity
MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".
ai artificial-intelligence bias-variance-trade bias-variance-tradeoff complexity double-descent information-theory linear-models linear-regression linear-regression-models machine-learning mdl mean-squared-error minimum-description-length model-selection ridge-regression statistics
Last synced: 12 Sep 2025
https://github.com/oelin/polynomial-regression
Demonstrating how to use crude MDL to regularize polynomial regression models.
coding-theory data-compression data-science machine-learning minimum-description-length statistics
Last synced: 05 May 2026
https://github.com/darkeyes/mrreg
The framework for finding multiresolution partitions that have homogeneous linear models from multiresolution dataset.
data-science minimum-description-length multiresolution r regression-analysis
Last synced: 04 Apr 2025
https://github.com/oelin/parametric-complexity
Estimating the parametric complexity (minimum description length) of binary classifiers.
bias-variance-tradeoff machine-learning minimum-description-length model-selection statistics
Last synced: 29 Apr 2026