Controllable Text Generation in Deep Learning with Transformers (GPT3) using Tensorflow & Keras Tutorial Series

This is the index page of the “Controllable Text Generation in Deep Learning with Transformers (GPT3) using Tensorflow & Keras” tutorial series.

We will cover all the topics related to Controllable Text Generation with sample implementations in Python Tensorflow Keras.

You can access the codes, videos, and posts from the below links.

You may like to start with learning the Text Generation methods in Deep Learning with Tensorflow (TF) & Keras from this tutorial series.

If you would like to learn more about Deep Learning with practical coding examples, please subscribe to the Murat Karakaya Akademi YouTube Channel or follow my blog on muratkarakaya.net. Do not forget to turn on notifications so that you will be notified when new parts are uploaded.

Last updated: 14/05/2022

Photo by Ibrahim Boran on Unsplash

 

Fundamentals of Text Generation

Author: Murat Karakaya
Date created: 21 April 2021
Last modified: 19 May 2021
Description: This is an introductory tutorial on Text Generation in Deep Learning which is the first part of the “Controllable Text Generation with Transformers” series

Accessible on:

• YouTube in English
• YouTube in Turkish
• Blogger
• Github pages
• Github Repo
• Google Colab

Photo by Markus Spiske on Unsplash

 

Fundamentals of Controllable Text Generation

Author: Murat Karakaya
Date created: 21 April 2021
Last modified: 24 May 2021
Description: This is an introductory tutorial on Controllable Text Generation in Deep Learning which is the second part of the “Controllable Text Generation with Transformers” series. This series will focus on developing TensorFlow (TF) / Keras implementation of Controllable Text Generation from scratch. You can access all these parts from my blog at muratkarakaya.net.

Before getting started, I assume that you have already reviewed:

• the tutorial series “Text Generation methods in Deep Learning with Tensorflow (TF) & Keras”
• the tutorial series “Sequence-to-Sequence Learning”
• the previous parts in this series on my blog at muratkarakaya.net

Please ensure that you have completed the above tutorial series to easily follow the below discussions.

Accessible on:

• YouTube in English
• YouTube in Turkish
• muratkarakaya.net
• Github pages
• Github Repo
• Google Colab

Photo by Chris Leipelt on Unsplash