Search for tag: "layer"

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 23 Convolutional Autoencoders

Convolutional Autoencoders

From  Andrew Fagg 0 likes 1 plays 0  

Advanced Machine Learning 2022 - day 20 Machine Translation

Machine Translation; Attention

From  Andrew Fagg 0 likes 6 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 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  

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 - ArgumentParser tricks

Using parameter files with ArgumentParser

From  Andrew Fagg 0 likes 3 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  

Hodographs

This video provides an introduction to hodograph basics.

From  Thomas Galarneau 0 likes 27 plays 0  

Severe Storm Ingredients: Vertical wind shear

This video elaborates on how baroclinic cyclones, jet streaks, lee cyclogenesis, and the LLJ modulates vertical wind shear.

From  Thomas Galarneau 0 likes 16 plays 0  

Advanced Machine Learning 2022 - HW2, part 2

HW2, part 2

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  

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 05 First Learning Experiment

Using Jupyter Lab, Building an XOR network

From  Andrew Fagg 0 likes 16 plays 0