CPSC540_project

Using the main.py script

Shown below is an example command line for using the main.py script, for more commandline args. look inside the main.py file

python main.py --config config/SAG.txt --use_dataset MNIST --use_model MLP

Implementing and Testing Variance Reduced Method

Hello? I'm Amin.

Name		Name	Last commit message	Last commit date
Latest commit History 78 Commits
cifar_10_playground		cifar_10_playground
config		config
data		data
.gitignore		.gitignore
CustomCIFAR10Dataset.py		CustomCIFAR10Dataset.py
CustomMNISTDataset.py		CustomMNISTDataset.py
README.md		README.md
base_vr_optimizer.py		base_vr_optimizer.py
basic_finito.py		basic_finito.py
basic_sag.py		basic_sag.py
basic_saga.py		basic_saga.py
basic_sarah.py		basic_sarah.py
basic_sgd.py		basic_sgd.py
basic_svrg.py		basic_svrg.py
batch_sag.py		batch_sag.py
batch_saga.py		batch_saga.py
class_saga.py		class_saga.py
dataset.py		dataset.py
finito_linear_reg.py		finito_linear_reg.py
finito_neural_net.py		finito_neural_net.py
linear_regression.py		linear_regression.py
main.py		main.py
model.py		model.py
neural_network.py		neural_network.py
runner.py		runner.py
sag_batch_linear_reg.py		sag_batch_linear_reg.py
sag_batch_linear_reg_test.py		sag_batch_linear_reg_test.py
sag_linear_reg.py		sag_linear_reg.py
sag_mnist.ipynb		sag_mnist.ipynb
saga_james.py		saga_james.py
sarah_linear_reg.py		sarah_linear_reg.py
svrg_linear_reg.py		svrg_linear_reg.py
test_linear_reg.py		test_linear_reg.py
test_neural_net.py		test_neural_net.py
train_svrg.py		train_svrg.py
utils.py		utils.py