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Advanced Machine Learning 2022 - day 27 Cycle GANs

HW 8 introduction; Cycle GANs

From  Andrew Fagg 0 likes 0 plays 0  

Advanced Machine Learning 2022 - day 26 Generative Adversarial Networks

Generative Adversarial Networks

From  Andrew Fagg 0 likes 5 plays 0  

Advanced Machine Learning 2022 - day 23 Convolutional Autoencoders

Convolutional Autoencoders

From  Andrew Fagg 0 likes 1 plays 0  

Advanced Machine Learning 2022 - day 22 Transformers

Transformers in Detail

From  Andrew Fagg 0 likes 6 plays 0  

Advanced Machine Learning 2022 - day 20 Machine Translation

Machine Translation; Attention

From  Andrew Fagg 0 likes 6 plays 0  

CS 1323 Spring 2022, Friday March 25, Perfect size and oversize arrays

Zoom Recording ID: 97947641544 UUID: wKxRzu1tTb+igBSFoGwBGQ== Meeting Time: 2022-03-25 02:15:08pm

From  Deborah Trytten 0 likes 7 plays 0  

Advanced Machine Learning 2022 - day 18 Gated Recurrent Networks

Gated Recurrent Networks. Hierarchical recurrent networks.

From  Andrew Fagg 0 likes 4 plays 0  

Advanced Machine Learning 2022 - day 17 Recurrent Neural Networks and Gating

Homework 4; recurrent neural networks; mathematics of gating

From  Andrew Fagg 0 likes 2 plays 0  

Introduction to Linear Models - CS 5003 - Diochnos

From  digi0000 Digital Learning 0 likes 4 plays 0  

Advanced Machine Learning 2022 - day 16 Recurrent Neural Networks

Recurrent neural networks; Jordan Networks; Elman Networks; SimpleRNN

From  Andrew Fagg 0 likes 2 plays 0  

Advanced Machine Learning 2022 - day 15 Model API

Keras Model API, nesting models; HW 4 introduction

From  Andrew Fagg 0 likes 1 plays 0  

CS 1323 Spring 2022, Friday March 4, Revirew for First Midterm

Zoom Recording ID: 97947641544 UUID: 8PUJRe/iR2euhQ9bIjQZMw== Meeting Time: 2022-03-04 03:20:10pm

From  Deborah Trytten 0 likes 12 plays 0  

Advanced Machine Learning 2022 - day 14 Convolutional Neural Netowrks

Convolutional neural networks; data augmentation; ImageDataGenerator; creating branching networks

From  Andrew Fagg 0 likes 2 plays 0  

Advanced Machine Learning 2022 - Day 13 Convolutional Neural Network Architectures

Convolutional Neural Networks; building image recognition networks; categorical cross-entropy; binary cross-entropy

From  Andrew Fagg 0 likes 6 plays 0  

Advanced Machine Learning 2022 - day 12 Convolutional Neural Networks

Convolutional neural networks: first code, 2D convolution; Dropout; First image classification architecture

From  Andrew Fagg 0 likes 4 plays 0  

Advanced Machine Learning 2022 - day 10 Regularization and Dropout

L1 and L2 Regularization, Dropout, including regularization in Keras models

From  Andrew Fagg 0 likes 5 plays 0