double-descent
There are 14 repositories under double-descent topic.
MinghuiChen43/awesome-deep-phenomena
A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...
csinva/mdl-complexity
MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".
RylanSchaeffer/Stanford-AI-Alignment-Double-Descent-Tutorial
Code for Arxiv Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle
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):
ZhangXiao96/OptimizationVariance
This repository is the official implementation of "Optimization Variance: Delve into the Epoch-Wise Double Descent of DNNs"
josch14/double-descent
Double Descent results for FCNNs on MNIST, extended by Label Noise (Reconciling Modern Machine-Learning Practice and the Classical Bias–Variance Trade-Off) [Python/PyTorch]..
akashsonowal/interpolating-neural-networks
Interpolating Neural Networks in Asset Pricing Data. Supports Distributed Training in TensorFlow.
enlacroix/intuitive_learning
Implementation of the double descent Deep Learning phenomenon from the article Grokking: Generalization beyond overfitting.
nplotko/double-descent-lr
This project outlines 4 experiments to explore the effects of several settings on the bias-variance tradeoff curve
sidak/double-descent
ICLR 2022: Phenomenology of Double Descent in Finite-width Neural Networks
VictorZXY/dnn-assignments
Assignments of my CST Part II Deep Neural Networks unit
fpgdubost/CIFAR-10-optimization
Toy dataset to study double descent optimization patterns in machine learning.
ShawnGeorge03/STAD80-Review_Of_Double_Descent
A Review of Preetum Nakkiran's "More Data Can Hurt for Linear Regression: Sample-wise Double Descent"
milton-l/Double-Descent-Deep-Nets
Double descent experiments/repros on classical ML models and deep neural nets