- Examine the time taken for models to converge. Is there a big difference between different models?
- Examine the training and validation losses between the models. What do you notice?
- Experiment with downscaling and upscaling the architecture, note how this affects learning.
- Experiment with different optimizers and loss metrics and note how this affects learning.
- Implement an LSTM on the IMBD dataset for sentiment classification.
- Implement an LSTM on the Wikimovies dataset to build a character/word-level language model and generate artificial movie plots.
Argentina
Australia
Austria
Belgium
Brazil
Bulgaria
Canada
Chile
Colombia
Cyprus
Czechia
Denmark
Ecuador
Egypt
Estonia
Finland
France
Germany
Great Britain
Greece
Hungary
India
Indonesia
Ireland
Italy
Japan
Latvia
Lithuania
Luxembourg
Malaysia
Malta
Mexico
Netherlands
New Zealand
Norway
Philippines
Poland
Portugal
Romania
Russia
Singapore
Slovakia
Slovenia
South Africa
South Korea
Spain
Sweden
Switzerland
Taiwan
Thailand
Turkey
Ukraine
United States