Cs 152 Nn 8 Optimizers

Media Summary: From Gradient Descent to Adam. Here are some Day 6 of Harvey Mudd College Neural Networks class.

Cs 152 Nn 8 Optimizers - Detailed Analysis & Overview

From Gradient Descent to Adam. Here are some Day 6 of Harvey Mudd College Neural Networks class.

Photo Gallery

CS 152 NN—8: Optimizers—Lookahead

CS 152 NN—8: Optimizers—Summary

CS 152 NN—8: Optimizers—Adam

CS 152 NN—8: Optimizers—Weight decay

CS 152 NN—8: Optimizers—SGD with Nesterov momentum

CS 152 NN—8: Optimizers—SGD with momentum

CS 152 NN—8: Optimizers—Nesterov with momentum

CS 152 NN—8: Optimizers—Adagrad and RMSProp

CS 152 NN—8: Regularization—Label Smoothing

CS 152 NN—8: Multi-label classification

Optimizers - EXPLAINED!

CS 152 NN—17: Gradient Clipping

View Detailed Profile

CS 152 NN—8: Optimizers—Lookahead

CS 152 NN—8: Optimizers—Lookahead

Day

CS 152 NN—8: Optimizers—Summary

CS 152 NN—8: Optimizers—Summary

Day

CS 152 NN—8: Optimizers—Adam

CS 152 NN—8: Optimizers—Adam

Day

CS 152 NN—8: Optimizers—Weight decay

CS 152 NN—8: Optimizers—Weight decay

Day

CS 152 NN—8: Optimizers—SGD with Nesterov momentum

CS 152 NN—8: Optimizers—SGD with Nesterov momentum

Day

CS 152 NN—8: Optimizers—SGD with momentum

CS 152 NN—8: Optimizers—SGD with momentum

Day

CS 152 NN—8: Optimizers—Nesterov with momentum

CS 152 NN—8: Optimizers—Nesterov with momentum

Day

CS 152 NN—8: Optimizers—Adagrad and RMSProp

CS 152 NN—8: Optimizers—Adagrad and RMSProp

Day

CS 152 NN—8: Regularization—Label Smoothing

CS 152 NN—8: Regularization—Label Smoothing

Day

CS 152 NN—8: Multi-label classification

CS 152 NN—8: Multi-label classification

Day

Optimizers - EXPLAINED!

Optimizers - EXPLAINED!

From Gradient Descent to Adam. Here are some

CS 152 NN—17: Gradient Clipping

CS 152 NN—17: Gradient Clipping

Introduction ...

CS 152 NN—6: Regularization—Ensembles

CS 152 NN—6: Regularization—Ensembles

Day 6 of Harvey Mudd College Neural Networks class.