Authors: Marie Biolkova, Minh Tri Pham
To see the training and accuracy of the best model overall (1 run):
python3 Proj1/test.py
To see the tuning and accuracies (with standard deviations) of all tested models (10 runs), modify test.py
:
# test.py
run_full = True
and run the same bash command as above. This takes a while to complete (~40 minutes)
To see the training and accuracy of the best model trained by SGD and MSE (1 run):
python3 Proj2/test.py
To see the training and accuracy of the best model overall (1 run), modify test.py
:
# test.py
run_best = True
and run the same bash command as above.
To see the tuning and accuracies (with standard deviations) of all tested models (10 runs), set:
# test.py
run_training = True
and run the same bash command as above. This takes a while to complete (~10 minutes).