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deeplearning's Introduction

DeepLearning

入门资料

神经网络模型概览

CNN

GAN

RNN

LSTM  

前沿神经网络    

ResNet(深度残差网络)            

CapsNet(胶囊网络)    

YOLO(You only look once,目标检测模型)  

优化算法    

机器学习基础理论    

信息论

深度学习相关算法    

SVD

迁移学习

元学习

强化学习

推荐算法

机器学习相关算法

决策树(Decision tree)      

支持向量机(SVM)    

标签传播算法(label propagation)

工具平台使用  

Tensorflow

MXNet

Python3.x

数据集  

To do list:

  • GAN、信息熵、2014机器学习个人笔记、2011机器学习个人笔记、深度学习
  • 将收藏过的文章转移到此项目
  • 将CS231n官方笔记授权翻译总集篇整合成pdf

deeplearning's People

Contributors

mikoto10032 avatar

Watchers

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