Search for tag: "model"

Advanced Machine Learning 2022 - day 30 Future of Deep Learning and Beyond

GradCAM examples; future of Deep Learning and AI

From  Andrew Fagg 0 likes 0 plays 0  

Advanced Machine Learning 2022 - day 29 Explainable AI for Deep Networks

Saliency, CAM, GradCAM

From  Andrew Fagg 0 likes 1 plays 0  

Advanced Machine Learning 2022 - day 27 Cycle GANs

HW 8 introduction; Cycle GANs

From  Andrew Fagg 0 likes 0 plays 0  

Monique Shotande (20/April/2022)

From  Sina Khanmohammadi 0 likes 36 plays 0  

Happy Teacher Mighty Whole Group Meeting

Zoom Recording ID: 96427820864 UUID: ADTZf/KCQw2E52VyGLgMAw== Meeting Time: 2022-03-29 07:29:45pm

From  Kyong Ah Kwon 0 likes 7 plays 0  

Zuyuan Zhang (9/March/2022)

From  Sina Khanmohammadi 0 likes 31 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  

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 12 Convolutional Neural Networks

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

From  Andrew Fagg 0 likes 2 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  

Advanced Machine Learning 2022 - day 09 Training Larger Models

HW1 discussion, the vanishing gradient problem, selecting non-linearities, batch normalization, transfer learning

From  Andrew Fagg 0 likes 1 plays 0  

Advanced Machine Learning 2022 - day 08 Supplemental HW1 Code

Experiment control code for HW1; Cross-Validation with variations in training set size.

From  Andrew Fagg 0 likes 1 plays 0  

Advanced Machine Learning 2022 - day 08 Supplemental Cross-Validation

Cross-Validation for examining model sensitivity for training set size. HW 1

From  Andrew Fagg 0 likes 2 plays 0  

Advanced Machine Learning 2022 - day 08 Cross-Validation

Cross-Validation; large-scale experiment design; HW 1

From  Andrew Fagg 0 likes 0 plays 0  

Advanced Machine Learning 2022 - day 05 First Learning Experiment

Using Jupyter Lab, Building an XOR network

From  Andrew Fagg 0 likes 16 plays 0  

COMM 1113, Discussion Section 22, First Class (1/18)

Chapter 1

From  Rebecca Greer 0 likes 6 plays 0