Search for tag: "network"

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 28 Style Transfer

Image gradients; Style Transfer

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Advanced Machine Learning 2022 - day 26 Generative Adversarial Networks

Generative Adversarial Networks

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Advanced Machine Learning 2022 - day 23 Autoencoders

Autoencoders

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Advanced Machine Learning 2022 - day 22 Transformers

Transformers in Detail

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Advanced Machine Learning 2022 - day 20 Machine Translation

Machine Translation; Attention

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Advanced Machine Learning 2022 - day 18 Gated Recurrent Networks

Gated Recurrent Networks. Hierarchical recurrent networks.

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

Homework 4; recurrent neural networks; mathematics of gating

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Zuyuan Zhang (9/March/2022)

From  Sina Khanmohammadi 0 likes 31 plays 0  

Advanced Machine Learning 2022 - day 16 Recurrent Neural Networks

Recurrent neural networks; Jordan Networks; Elman Networks; SimpleRNN

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Advanced Machine Learning 2022 - day 15 Model API

Keras Model API, nesting models; HW 4 introduction

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Advanced Machine Learning 2022 - HW3 Intro

Homework 3

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Advanced Machine Learning 2022 - ArgumentParser tricks

Using parameter files with ArgumentParser

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Advanced Machine Learning 2022 - day 12 Convolutional Neural Networks

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

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Advanced Machine Learning 2022 - day 10 Regularization and Dropout

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

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Advanced Machine Learning 2022 - day 05 First Learning Experiment

Using Jupyter Lab, Building an XOR network

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