Welcome to the auxillary page for the Using CNTK for Deep Learning tutorial!

• Slides
• CNTK Notebooks (zip file)
1. Stochastic Gradient Descent (SGD)
2. Backpropagation
3. Multi-Layer Perceptron (MLP) - Cognitive Toolkit (CNTK)
4. Modified National Institute of Standards and Technology Data (MNIST) - Logistic Regression
5. MNIST - MLP
6. MNIST - MLP - Dropout
7. MNIST - MLP - Root Mean Square Propagation (RMSProp)
8. MNIST - Convolutional Neural Network (CNN)
9. Canadian Institute For Advanced Research 10 Class Data (CIFAR10) - CNN
10. Reuters News Articles - MLP
11. Usenet Newsgroups - Global Vectors (GloVe) - CNN
12. Internet Movie Database (IMDB) - Long Short-Term Memory (LSTM)
13. IMDB - Bidirectional LSTM
14. IMDB - FastText