haji_thesis/Tools/readme.md

# Cell 1:

#### Lines 1~13:

Import all necessary libraries.

#### Line 14:

Check the available devices (CPU/GPU)



# Cell 2:

#### Lines 1~2:

Define a function for embedding sizes. It is discussed in the thesis.

#### Lines 4~54:

Define a function for plotting purposes.



# Cell 3:

#### Lines 1~9:

Read the dataset and prepare its splits. Also calculate the class weight.



# Cell 4:

#### Lines 1~12:

Define the hyper-parameters. Can be replaced by grid search or any other mechanism.

#### Lines 13~69:

Create, design and compile the model.

#### Lines 70~80:

Train the model.

#### Lines 81~97:

Save the results and show the plot.