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CS 152 NN—8:  Regularization—Label Smoothing

CS 152 NN—8: Regularization—Label Smoothing

Day

CS 152 NN—8:  Optimizers—Weight decay

CS 152 NN—8: Optimizers—Weight decay

Day

CS 152 NN—6:  Regularization—Ensembles

CS 152 NN—6: Regularization—Ensembles

Day 6 of Harvey Mudd College Neural Networks class.

CS 152 NN—6:  Regularization

CS 152 NN—6: Regularization

Day 6 of Harvey Mudd College Neural Networks class.

CS 152 NN—8:  Optimizers—Summary

CS 152 NN—8: Optimizers—Summary

Day

CS 152 NN—6:  Regularization—Data Augmentatipon

CS 152 NN—6: Regularization—Data Augmentatipon

Day 6 of Harvey Mudd College Neural Networks class.

CS 152 NN—6:  Regularization—Adjust Loss Function

CS 152 NN—6: Regularization—Adjust Loss Function

Day 6 of Harvey Mudd College Neural Networks class.

CS 152 NN—8:  Optimizers—Adam

CS 152 NN—8: Optimizers—Adam

Day

CS 152 NN—8:  Optimizers—Nesterov with momentum

CS 152 NN—8: Optimizers—Nesterov with momentum

Day

CS 152 NN—6:  Regularization—Larger learning rate

CS 152 NN—6: Regularization—Larger learning rate

Day 6 of Harvey Mudd College Neural Networks class.

CS 152 NN—12:  Regularization: Batch Normalization

CS 152 NN—12: Regularization: Batch Normalization

Day 12 of Harvey Mudd College Neural Networks class.

CS 152 NN—6:  Regularization—Early stopping

CS 152 NN—6: Regularization—Early stopping

Day 6 of Harvey Mudd College Neural Networks class.

CS 152 NN—6:  Regularization—Smaller batches

CS 152 NN—6: Regularization—Smaller batches

Day 6 of Harvey Mudd College Neural Networks class.