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2017shuxuejianmo_e

本仓库为2017年全国研究生数学建模比赛E题所涉及的全部源程序及相关文档

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-autodl

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

bilibili-plus

课程视频、PPT和源代码：侯捷C++系列；台大郭彦甫MATLAB

convnet-drawer

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

convxgb_phishing_url_detection

This repo stores implementation code of ConvXGB model to detect phishing URL

coursera-ml-andrewng-notes

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deeplearningtutorial

Talk is cheap,show me the code ! Deep Learning,Leaning deep,Have fun!

densenet

DenseNet implementation in Keras

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

ensemble-methods-for-image-classification

In this project, I implemented several ensemble methods (including bagging, AdaBoost, SAMME, stacking, snapshot ensemble) for a normal CNN model and Residual Neural Network.

flower_classification

learning_research

本人博士期间的科研经验

mathmodel

数学建模，数学建模竞赛优秀论文，数学建模算法，算法思维导图，参考书籍，Matlab软件教程，PPT

pytorch-best-practice-master

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

remote-sensing-image-classification

深度学习图像分类的入门教程

resnet-pytorch

A pytorch implementation of ResNet in image classification

rvm-matlab

MATLAB code for Relevance Vector Machine using SB2_Release_200.

teach_all

帮助各位成为算法大佬

tencent_social_ads

第一届腾讯社交广告高校算法大赛(全国14名)

tensorflow-resnet-image-classification

这是之前我和我的组员参与Tiny-mind 手写汉字识别大赛的一个项目， 主要实现了用Resnet或VGG16作为Backbone来训练一个分类任务以及基于opencv的一些图片数据集增强，最终我们组的成绩为TOP-5准确率99.19， 排名5/700。这个项目也可以用于其他的图片分类任务，整个网络框架是基于Tensorflow实现的

ucas_course_2019

**科学院大学2019-2020课程（秋季，春季，夏季）

zjuthesis

Zhejiang University Graduation Thesis LaTeX Template