regularization 开源项目推荐（970 个）

MingchaoZhu /DeepLearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

amanchadha /coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Bjarten /early-stopping-pytorch

Early stopping for PyTorch

clovaai /CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

tensorflow /neural-structured-learning

Training neural models with structured signals.

miguelvr /dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

3dem /relion

Image-processing software for cryo-electron microscopy

vikasverma1077 /manifold_mixup

Code for reproducing Manifold Mixup results (ICML 2019)

Yangyangii /GAN-Tutorial

Simple Implementation of many GAN models with PyTorch.

nianticlabs /diffusionerf

[CVPR 2023] DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models

xgastaldi /shake-shake

2.86% and 15.85% on CIFAR-10 and CIFAR-100

AdalbertoCq /Deep-Learning-Specialization-Coursera

Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

callmekeyboardman /Machine-Learning-Andrew-Ng

机器学习-Coursera-吴恩达- python+Matlab代码实现

shantanu1109 /Coursera-DeepLearning.AI-Stanford-University-Machine-Learning-Specialization

本库包含由Andrew Ng、Eddy Shyu、Aarti Bagul、Geoff Ladwig在Coursera上 Deeplearning.AI 授课的机器学习专业（2022年）测验和实验作业的解答。

jiachens /ModelNet40-C

Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296

faridcher /ml-course

该项目在 GitHub 上没有填写描述

ildoonet /cutmix

a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.

madrury /py-glm

Generalized Linear Models

wuliwei9278 /SSE-PT

Codes and Datasets for paper RecSys'20 "SSE-PT: Sequential Recommendation Via Personalized Transformer" and NurIPS'19 "Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers"

hazimehh /L0Learn

Efficient Algorithms for L0 Regularized Learning