regularization topic

[CVPR 2022] "The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy" by Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang

VITA-Group

Official Implementation of "Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics" (ICML 2021)

avik-pal

Implementation of key concepts of neuralnetwork via numpy

hwalsuklee

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic...

decile-team

Julia package of regularization functions for machine learning

JuliaML

Statistical Models with Regularization in Pure Julia

joshday

Now on CRAN, bigKRLS combines bigmemory & RcppArmadillo (C++) for speed into a new Kernel Regularized Least Squares algorithm. Slides:

rdrr1990

Code associated with the paper "Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists"

g8a9

🧠👨‍💻Deep Learning Specialization • Lecture Notes • Lab Assignments

Rustam-Z

Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks

xternalz