Adrian Yijie Xu, PhD in GradientCrescent

Feb 27, 2019

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Urban Sound Classification using Convolutional Neural Networks with Keras: Theory and Implementation

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269

8 responses

Adrian Yijie Xu, PhD in GradientCrescent

Jul 22, 2019

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Into the Cageverse — Deepfaking with Autoencoders: An Implementation in Keras and Tensorflow

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105

1 response

Adrian Yijie Xu, PhD in GradientCrescent

Oct 22, 2019

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Fundamentals of Reinforcement Learning: Automating Pong with a Policy Model— an Implementation in Keras

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37

Adrian Yijie Xu, PhD in GradientCrescent

Nov 9, 2019

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Fundamentals of Reinforcement Learning: Navigating Gridworld with Dynamic Programming

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100

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Adrian Yijie Xu, PhD in GradientCrescent

Jun 23, 2019

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Improving Classification Accuracy using Data Augmentation & Segmentation: A hybrid implementation in Keras &…

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42

1 response

Adrian Yijie Xu, PhD in GradientCrescent

Mar 6, 2019

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How to Train Your Model: A novice’s guide to selecting the correct machine learning algorithm for your problem

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123

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Adrian Yijie Xu, PhD in GradientCrescent

Feb 11, 2019

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Building a Malaria Classifier with Keras: Background & Implementation

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273

3 responses

Adrian Yijie Xu, PhD in GradientCrescent

Nov 18, 2019

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Fundamentals of Reinforcement Learning: Understanding Blackjack Strategy through Monte Carlo Methods

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52

Adrian Yijie Xu, PhD in GradientCrescent

May 15, 2019

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Generating Believable Tinder Profiles using AI: Adversarial & Recurrent Neural Networks in Multimodal Content…

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26

Adrian Yijie Xu, PhD in GradientCrescent

Feb 3, 2019

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Neural Art Style Transfer with Keras — Theory and Implementation

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106

2 responses

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