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deeplearning's Introduction

DeepLearning

入门资料

快速入门

仔细研读

神经网络模型概览

CNN

发展史

教程

Action

GAN

发展史

教程

Action

RNN

发展史

教程

Action

LSTM

教程

Action

深度模型的优化    

炼丹术士那些事

机器学习、深度学习基础理论

信息论

深度学习相关算法

多任务学习

零次学习(Zero Shot Learning)

多视觉学习(Multi-View Learning)

word2vec

SVD

迁移学习

域自适应

元学习

强化学习

马尔科夫决策

推荐系统

自然语言处理(NLP)

语义分割相关算法

机器学习相关算法    

决策树(Decision Tree)  

支持向量机(SVM)    

LDA

标签传播算法(Label Propagation Algorithm)    

蒙塔卡罗搜索树

GBDT

集成(EM)

条件随机场(CRF, 判别式模型)

TSNE

谱聚类

年度总结

工具平台使用  

Tensorflow

MXNet

Python3.x

Python Matplotlib可视化

标注工具

数据集

会议列表

论文写作

生活使我健步如飞.jpg

  • 有空再整理下整个列表的结构, 再收集下深度学习和机器学习入门的系列教程, 并附以代码实现, 争取全面而简单上手
  • 本学期学完《docker_practice》

deeplearning's People

Contributors

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Watchers

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