Search for tag: "validation"

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

GradCAM examples; future of Deep Learning and AI

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Advanced Machine Learning 2022 - HW3 Code Discussion

Zoom Recording ID: 97315189191 UUID: mnFo3jbAQBakR6XILsDh7Q== Meeting Time: 2022-02-28 07:35:29pm

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Advanced Machine Learning 2022 - Generators

Generators, ImageDataGenerators

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Advanced Machine Learning 2022 - HW3 Intro

Homework 3

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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 - HW2, part 1

HW2 introduction

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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 08 Supplemental HW1 Code

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

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Advanced Machine Learning 2022 - day 08 Supplemental Cross-Validation

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

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Advanced Machine Learning 2022 - day 08 Cross-Validation

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

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Advanced Machine Learning 2022 - day 06 Implementing DL Experiments

Writing python files that are supercomputer-ready; saving/retrieving experiment state to/from pickle files; command-line execution of experiments

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Advanced Machine Learning - Day 27

HW 7; Generative Adversarial Networks

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Advanced Machine Learning - Day 17

Metrics and learning curves; Recurrent neural networks

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Advanced Machine Learning - Day 14

Convolutional Neural Networks in practice

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Advanced Machine Learning - Day 9

Cross-validation; HW 2

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Advanced Machine Learning - Day 8

Experiment design

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