Search for tag: "convolution"

Advanced Machine Learning 2022 - day 23 Convolutional Autoencoders

Convolutional Autoencoders

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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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Advanced Machine Learning 2022 - day 15 Model API

Keras Model API, nesting models; HW 4 introduction

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Advanced Machine Learning 2022 - day 14 Convolutional Neural Netowrks

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

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Advanced Machine Learning 2022 - Day 13 Convolutional Neural Network Architectures

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

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Advanced Machine Learning 2022 - ArgumentParser tricks

Using parameter files with ArgumentParser

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Advanced Machine Learning 2022 - day 11 Convolutional Neural Networks

HW 1; Two-sample vs paired sample hypothesis tests. Convolutional Neural Networks

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Advanced Machine Learning - Day 27

HW 7; Generative Adversarial Networks

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Advanced Machine Learning - Day 26

Convolutional Autoencoders in practice

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Advanced Machine Learning - Day 15

HW 4 (CNNs); Keras Model API (building bigger models)

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Advanced Machine Learning - Day 13

Convolutional Neural Networks: convolution and pooling layers; building an image recognizer

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