Parity Models

Get dataset

base_model_trainer.py: train the base model for a marchine learning task
parity_model_trainer.py: train 3 parity models whose architectures are similar to that of the base model
plot_acc&loss.py: plot the accuracy and the loss of each model
plot_accs: plot the last accuracy of training dataset and validation dataset for 4 models
plat_ao.py: plot the overall accuracy as the fraction unavailable grows
test.py: simulate some slowdown or failure to occure and reconstuct the output
encoder：the encoder function
parity_img: 4 parity images for eack k generated by the encoder
models: 4 trained models
logs: logs for storing the outputs
results: the accuracy of each model, etc.