regularization · GitHub Topics

#计算机科学#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 深度学习机器学习 xgboost ensemble-learning bayesian regularization

Python 6.72 k

5 年前

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

PyTorch pruning quantization Jupyter Notebook 深度神经网络 regularization distillation onnx

Jupyter Notebook 4.37 k

2 年前

amanchadha / coursera-deep-learning-specialization

#计算机科学#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 Neur...

深度学习 Coursera coursera-assignment coursera-machine-learning andrew-ng andrew-ng-course convolutional-neural-networks cnns recurrent-neural-networks convolutional-neural-network recurrent-neural-network hyperparameter-optimization hyperparameter-tuning 神经网络 neural-networks neural-machine-translation regularization

Jupyter Notebook 3.48 k

2 个月前

Bjarten / early-stopping-pytorch

Early stopping for PyTorch

PyTorch pytorch-tutorial Python mnist regularization 教程

Jupyter Notebook 1.24 k

3 个月前

clovaai / CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

翻译 - CutMix正则化器的官方Pytorch实现

cutmix augmentation regularization transfer-learning iccv2019

Python 1.23 k

4 年前

tensorflow / neural-structured-learning

Training neural models with structured signals.

翻译 - 用结构化信号训练神经模型。

Tensorflow graph-learning adversarial-learning neural-networks regularization structured-signals Keras

Python 985

20 天前

miguelvr / dropblock

#计算机科学#Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

机器学习机器视觉 PyTorch regularization convolutional-neural-networks pytorch-implementation dropout

Python 592

5 年前

vikasverma1077 / manifold_mixup

#计算机科学#Code for reproducing Manifold Mixup results (ICML 2019)

深度学习深度神经网络 regularization supervised-machine-learning PyTorch supervised-learning

Python 487

1 年前

3dem / relion

Image-processing software for cryo-electron microscopy

hpc CUDA 图像处理 molecular-structures ctf high-performance-computing graphics-programming GUI optimization-algorithms regularization Nvidia

C++ 465

21 天前

Yangyangii / GAN-Tutorial

Simple Implementation of many GAN models with PyTorch.

pytorch-gan Generative Adversarial Network dcgan conditional-gan wgan PyTorch infogan vanilla-gan mnist celeba regularization

Jupyter Notebook 390

2 年前

nianticlabs / diffusionerf

#计算机科学#[CVPR 2023] DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models

深度学习 diffusion diffusion-models nerf radiance-field reconstruction regularization

Python 299

1 年前

xgastaldi / shake-shake

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

resnet regularization

Lua 296

6 年前

AdalbertoCq / Deep-Learning-Specialization-Coursera

#计算机科学#Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

深度学习 Coursera 神经网络 convolutional-networks regularization optimization

Jupyter Notebook 271

2 年前

jiachens / ModelNet40-C

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

深度学习 robustness 机器视觉 benchmark data-augmentation regularization ml-safety PyTorch

Python 201

1 年前

callmekeyboardman / Machine-Learning-Andrew-Ng

#计算机科学#机器学习-Coursera-吴恩达- python+Matlab代码实现

linear-regression MATLAB logistic-regression regularization andrew-ng 机器学习 cs229

MATLAB 186

3 年前

faridcher / ml-course

#计算机科学#Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

机器学习 pca linear-regression gradient-descent svm principal-component-analysis clustering 神经网络 recommender-system classification regularization anomalydetection

R 173

9 个月前

ildoonet / cutmix

#计算机科学#a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.

naver data-augmentation 深度学习 convolutional-neural-networks iccv iccv2019 regularization

Python 167

2 年前

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

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 Lad...

reinforcement-learning supervised-machine-learning linear-regression logistic-regression gradient-descent regularization anomaly-detection artificial-neural-networks recommender-system Tensorflow xgboost

Jupyter Notebook 137

2 年前

madrury / py-glm

#计算机科学#Generalized Linear Models in Sklearn Style

Python statistical-learning 机器学习 parametric regularization regression

Python 128

5 年前

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"

recommender-system sequential transformer regularization

Python 110

4 年前