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Projects in Awesome Lists tagged with double-descent

A curated list of projects in awesome lists tagged with double-descent .

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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".

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: 23 Oct 2024

https://github.com/rylanschaeffer/stanford-ai-alignment-double-descent-tutorial

Code for Arxiv Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle

deep-learning double-descent machine-learning

Last synced: 11 Oct 2024

https://github.com/antonior92/narx-double-descent

Explore the double-descent phenomena in the context of system identification. Companion code to the paper (https://arxiv.org/abs/2012.06341):

double-descent machine-learning narx system-identification

Last synced: 16 Oct 2024

https://github.com/tensor-fusion/double-descent-deep-nets

Double descent experiments/repros on classical ML models and deep neural nets

double-descent machine-learning regression

Last synced: 11 Nov 2024