- Penn Tree Bank
- Cornell film reviews: sentence polarity
- Apple Stock from Yahoo
- Occupancy prediction
- Add biases
- Make loss function
- Stack multiple LSTM layers
- Handle single dimension input
- Iterate Stochastic pass once during training
- Use parameter optimizer instead of writing custom loss functions
- Make stochastic modules for regression
- Make stochastic modules for classification
- Compute predictive variance for classification
- Compute predictive variance for regression
- Optimize dropout rate (using Concrete Dropout)
- Download clinical data
- Early stop in training (use validation error)
- Make equivalent in Tensorflow