# Deep Learning
> Organization contact [name= [ierosodin](ierosodin@gmail.com)]
###### tags: `deep learning` `學習筆記`
Topics
---
## [L1-Introduction](http://www.deeplearningbook.org/contents/intro.html)
## [L5-MachineLearningBasics](http://www.deeplearningbook.org/contents/ml.html)
## [L6-DeepFeedforwardNetworks](https://hackmd.io/@ierosodin/L6-DeepFeedforwardNetworks)
## [L9-ConvolutionalNetworks](https://hackmd.io/@ierosodin/L9-ConvolutionalNetworks)
### [Dropout, Activation Function and ResNet](https://hackmd.io/@ierosodin/Hyd-nRSyB)
## [L10-RecurrentNeuralNetworks](https://hackmd.io/@ierosodin/L10-RecurrentNeuralNetworks)
### [Deriving Forward feed and Back Propagation in Long Short Term Memory (LSTM)](https://hackmd.io/@ierosodin/HJOSXt4JB)
## [L7-Regularization](https://hackmd.io/@ierosodin/L7-Regularization)
## [L14-Autoencoders](https://hackmd.io/@ierosodin/L14-Autoencoders)
## [L13-LinearFactorModels](https://hackmd.io/@ierosodin/SyX-GO9AN)
### [Probabilistic PCA](https://hackmd.io/@ierosodin/Probabilistic_PCA)
## [L16-GraphicalModels](https://hackmd.io/@ierosodin/BJgl3c5A4)
## [L17-MonteCarloMethods](https://hackmd.io/@ierosodin/L17-MonteCarloMethods)
### [Sampling](https://hackmd.io/@ierosodin/Sampling)
## [L19-ApproximateInference](https://hackmd.io/@ierosodin/L19-ApproximateInference)
## [L20-DeepGenerativeModels](https://hackmd.io/@ierosodin/L20-DeepGenerativeModels)
### [VAE vs. GAN](https://hackmd.io/@ierosodin/VAE_vs_GAN)
## [RL](https://hackmd.io/@ierosodin/RL_Note)
## [matrix cookbook](https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf)
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