├── README.md ├── Supervised Deep Learning ├── 1. Artificial Neural Network │ └── ANN.ipynb ├── 2. Convolutional Neural Network │ └── CNN.ipynb └── 3. Recurrent Neural Network with LSTM │ └── RNN with LSTM.ipynb └── Unsupervised Deep Learning ├── 4. Self Organizing Map ├── Self Organization Map.ipynb └── minisom.py ├── 5. Restricted Boltzmann Machine └── Restricted Boltzman Machine.ipynb └── 6. Auto Encoder └── Auto Encoder.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirAli5/Deep-Learning/HEAD/README.md -------------------------------------------------------------------------------- /Supervised Deep Learning/1. Artificial Neural Network/ANN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirAli5/Deep-Learning/HEAD/Supervised Deep Learning/1. Artificial Neural Network/ANN.ipynb -------------------------------------------------------------------------------- /Supervised Deep Learning/2. Convolutional Neural Network/CNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirAli5/Deep-Learning/HEAD/Supervised Deep Learning/2. Convolutional Neural Network/CNN.ipynb -------------------------------------------------------------------------------- /Supervised Deep Learning/3. Recurrent Neural Network with LSTM/RNN with LSTM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirAli5/Deep-Learning/HEAD/Supervised Deep Learning/3. Recurrent Neural Network with LSTM/RNN with LSTM.ipynb -------------------------------------------------------------------------------- /Unsupervised Deep Learning/4. Self Organizing Map/Self Organization Map.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirAli5/Deep-Learning/HEAD/Unsupervised Deep Learning/4. Self Organizing Map/Self Organization Map.ipynb -------------------------------------------------------------------------------- /Unsupervised Deep Learning/4. Self Organizing Map/minisom.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirAli5/Deep-Learning/HEAD/Unsupervised Deep Learning/4. Self Organizing Map/minisom.py -------------------------------------------------------------------------------- /Unsupervised Deep Learning/5. Restricted Boltzmann Machine/Restricted Boltzman Machine.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirAli5/Deep-Learning/HEAD/Unsupervised Deep Learning/5. Restricted Boltzmann Machine/Restricted Boltzman Machine.ipynb -------------------------------------------------------------------------------- /Unsupervised Deep Learning/6. Auto Encoder/Auto Encoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirAli5/Deep-Learning/HEAD/Unsupervised Deep Learning/6. Auto Encoder/Auto Encoder.ipynb --------------------------------------------------------------------------------