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Building a Powerful DQN in TensorFlow 2.0 (explanation & tutorial)

And scoring 350+ by implementing extensions such as double dueling DQN and prioritized experience replay

13 min readApr 16, 2020

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Building a Powerful DQN in TensorFlow 2.0 (explanation & tutorial)

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How to Connect Google Drive to Python using PyDrive

The Ultimate PyDrive Tutorial

6 min readJun 1, 2020

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How to Connect Google Drive to Python using PyDrive

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What Does a DQN Think?

A brief visualization of how a DQN chooses to play Breakout

6 min readApr 30, 2020

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What Does a DQN Think?

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Basics of Using TensorBoard in TensorFlow 1 & 2

Stop using Matplotlib to plot your losses — visualize graphs & models, filters, losses…

8 min readFeb 24, 2020

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Basics of Using TensorBoard in TensorFlow 1 & 2

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Get More Out of Google Colab

From using the webcam to running JavaScript to rendering HTML to…

5 min readFeb 1, 2020

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Get More Out of Google Colab

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The Intuition Behind Voice Cloning with 5 Seconds of Audio

A guide to the paper “Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis”

7 min readDec 25, 2019

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The Intuition Behind Voice Cloning with 5 Seconds of Audio

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Building a Twitter Sentiment-Analysis App Using Streamlit

“The fastest way to build custom ML tools”

7 min readDec 14, 2019

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Building a Twitter Sentiment-Analysis App Using Streamlit

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tf.GradientTape Explained for Keras Users

A must know for advanced optimization in TF 2.0

5 min readNov 28, 2019

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tf.GradientTape Explained for Keras Users

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Transforming the World Into Paintings with CycleGAN

In Keras and Tensorflow 2.0

10 min readNov 19, 2019

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Transforming the World Into Paintings with CycleGAN

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The Beauty of CycleGAN

The intuition and math behind translating horses to zebras

7 min readNov 4, 2019

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The Beauty of CycleGAN

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Sebastian Theiler

Sebastian Theiler

This account is inactive now; thank you to everyone who has read my pieces! I’m so glad I could share some knowledge about AI and data science. I might return…

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