regularization

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MingchaoZhu /DeepLearning

Star7.5k

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

python machine-learning deep-learning xgboost ensemble-learning bayesian regularization

UpdatedJun 23, 2020
Python

amanchadha /coursera-deep-learning-specialization

Star4.1k

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 Network…

deep-learning neural-network coursera recurrent-neural-networks neural-networks hyperparameter-optimization regularization convolutional-neural-networks neural-machine-translation coursera-machine-learning convolutional-neural-network hyperparameter-tuning andrew-ng coursera-assignment cnns rnns andrew-ng-course recurrent-neural-network neural-style-transfer coursera-specialization

UpdatedOct 8, 2025
Jupyter Notebook

Bjarten /early-stopping-pytorch

Star1.3k

Early stopping for PyTorch

python tutorial pytorch mnist regularization early pytorch-tutorial early-stopping stopping

UpdatedNov 11, 2024
Jupyter Notebook

clovaai /CutMix-PyTorch

Star1.2k

Official Pytorch implementation of CutMix regularizer

regularization transfer-learning augmentation cutmix iccv2019

UpdatedSep 16, 2020
Python

tensorflow /neural-structured-learning

Star1k

Training neural models with structured signals.

tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals

UpdatedDec 5, 2025
Python

miguelvr /dropblock

Star596

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

machine-learning computer-vision pytorch dropout regularization convolutional-neural-networks pytorch-implementation dropblock

UpdatedJul 29, 2020
Python

3dem /relion

Star510

Image-processing software for cryo-electron microscopy

gui hpc molecular-structures cuda image-processing nvidia high-performance-computing graphics-programming ctf regularization cryo-em microscopy likelihood maximum-likelihood optimization-algorithms relion molecular-biology atomistic-models biomolecular-dynamics microscope

UpdatedNov 26, 2025
C++

vikasverma1077 /manifold_mixup

Star495

Code for reproducing Manifold Mixup results (ICML 2019)

deep-neural-networks deep-learning pytorch supervised-learning regularization data-augumentation supervised-machine-learning icml2019

UpdatedMar 31, 2024
Python

Yangyangii /GAN-Tutorial

Star399

Simple Implementation of many GAN models with PyTorch.

pytorch gan mnist infogan dcgan regularization celeba wgan began wgan-gp infogan-pytorch conditional-gan pytorch-gan gan-implementations vanilla-gan gan-pytorch gan-tutorial stanford-cars cars-dataset began-pytorch

UpdatedFeb 22, 2023
Jupyter Notebook

nianticlabs /diffusionerf

Star306

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

deep-learning regularization reconstruction nerf diffusion diffusion-models neuralradiance-fields radiance-field

UpdatedNov 23, 2023
Python

xgastaldi /shake-shake

Star297

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

resnet regularization torch7

UpdatedOct 9, 2018
Lua

AdalbertoCq /Deep-Learning-Specialization-Coursera

Star286

Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

deep-learning neural-network optimization coursera batch-normalization regularization convolutional-networks

UpdatedNov 2, 2022
Jupyter Notebook

jiachens /ModelNet40-C

Star211

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

benchmark computer-vision deep-learning pytorch regularization data-augmentation robustness point-cloud-processing ml-safety corruption-robustness

UpdatedAug 26, 2023
Python

callmekeyboardman /Machine-Learning-Andrew-Ng

Star207

机器学习-Coursera-吴恩达- python+Matlab代码实现

machine-learning matlab linear-regression logistic-regression regularization andrew-ng cs229

UpdatedMay 27, 2022
MATLAB

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

Star196

This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig.

reinforcement-learning tensorflow linear-regression xgboost artificial-neural-networks logistic-regression recommender-system regularization gradient-descent tree-ensemble kmeans-clustering anomaly-detection supervised-machine-learning unsupervised-machine-learning multiple-linear-regression

UpdatedJan 25, 2023
Jupyter Notebook

faridcher /ml-course

Star174

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

machine-learning neural-network clustering svm linear-regression pca classification recommender-system regularization gradient-descent k-means anomalydetection principal-component-analysis learning-curve

UpdatedJul 19, 2025
R

ildoonet /cutmix

Star170

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

deep-learning regularization convolutional-neural-networks naver data-augmentation iccv iccv2019 state-of-the-ar

UpdatedNov 17, 2022
Python

madrury /py-glm

Star130

Generalized Linear Models in Sklearn Style

python machine-learning statistical-learning regression regularization parametric

UpdatedApr 22, 2020
Python

wuliwei9278 /SSE-PT

Star112

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"

transformer recommender-system regularization sequential stochastic-shared-embeddings sse-pt

UpdatedNov 17, 2020
Python

hazimehh /L0Learn

Star102

Efficient Algorithms for L0 Regularized Learning

machine-learning compressed-sensing feature-selection regularization sparse-regression sparse-modeling l0learn l0-regularization

UpdatedJan 22, 2024
C++

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