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classification: convolutional architecture3 days ago
Demonstration of how to download KMNIST using torchvision | Create dummy dataset with the same shape as KMNIST | Create the layers that define the architecture of our convolutional network | Define the model object | Train and validate the model
classification: gallstone dataset3 days ago
Prepare data | Define model | Train and validate
Getting started with LBBNN3 days ago
Introduction | Prepare dataloaders | Define the model | Train the model | Validate | Global explanation | Local explanation
variable selection: linear-data3 days ago
Generate data | Define hyperparameters and the model object | Train and validate the model | Inspect the results using coef | Global structure
variable selection: non-linear data3 days ago
Generate data | Define hyperparameters and the model object | Train and validate the model | Check the global explanations