Module ch06 

Examples from Chapter 6

Modules

addons

Auxiliary module for examples::ch06

Structs

EG01

Example usage of download_and_unzip_spam_data

EG02

Example usage of download_smsspam_parquet

EG03

Example usage of create_balanced_dataset

EG04

Example usage of random_split

EG05

Creating SpamDataset for train, test, and validation via SpamDatasetBuilder

EG06

Creating a SpamDataLoader for each of the train, val and test datasets.

EG07

Example usage of download_and_load_gpt2.

EG08

Printing the model variables via varmap.data()

EG09

Modifying the out_head of a GPT2Model and running inference

EG10

Toy example of using candle_nn::softmax on output values to classify spam/ham

EG11

Example usage of calc_accuracy_loader to compute accuracy on test, train, val sets

EG12

Example usage of calc_loss_loader to compute cross-entropy loss on train, val, test sets

EG13

Example usage of train_classifier_simple and plot_values functions

EG14

Loading fine-tuned model and calculate performance on whole train, val and test sets.

EG15

Example usage of classify_review