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https://github.com/csinva/mdl-complexity
MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".
https://github.com/csinva/mdl-complexity
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: 14 days ago
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MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".
- Host: GitHub
- URL: https://github.com/csinva/mdl-complexity
- Owner: csinva
- Created: 2020-05-12T20:27:39.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2023-06-12T01:19:49.000Z (over 1 year ago)
- Last Synced: 2024-10-04T15:34:50.748Z (about 1 month ago)
- Topics: 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
- Language: Jupyter Notebook
- Homepage: https://arxiv.org/abs/2006.10189
- Size: 14.4 MB
- Stars: 17
- Watchers: 5
- Forks: 2
- Open Issues: 0