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Beyond Static Data: An Introduction to Recurrent Neural Networks (RNNs).

Beyond Static Data: An Introduction to Recurrent Neural Networks (RNNs).

A hands-on tutorial for building a text-generating AI using a Recurrent Neural Network (RNN). The guide covers everything from encoding the text and creating training sequences to building, training, and finally using the model to generate new, original text in a similar style.

4 min read
TERMINAL
1: zsh
sirishgurung@portfolio:-$cat ./contact.txt
▄▄   ▄▄▄▄ ▄▄▄▄ ▄▄  ▄▄▄      ▄▄ ▄ ▄ ▄▄▄▄ ▄▄▄▄ ▄▄ ▄      ▄▄▄▄ ▄▄▄▄ ▄▄▄▄▄ ▄▄▄▄ ▄▄▄▄ ▄▄ ▄ ▄▄▄▄ ▄▄▄▄ ▄▄
██   ██ ▀  ██  ▀  ██▀       ██ █ █ ██ █ ██ █ ██ █       ██  ██ █ ██    ██ ▀  ██  ██ █ ██ ▀ ██ █ ██
██   ██▀   ██     ▀██▄      ██ █ █ ██ █ ██▄▀ ██▄▀       ██  ██ █ ██ ▄▄ ██▀   ██  ██▄█ ██▀  ██▄▀ ██
 █▄▄  █ █  ▐█      ▄▀▀       █ █ ▀  █ █ ▀█ █  █ █       ▐█   █ █ ▐▀ ▀▌  █ █  ▐█   █ █  █ █ ▀█ █ ▀▀
▀▀▀▀ ▀▀▀▀  ▀▀     ▀▀▀       ▀▀▀▀▀▀ ▀▀▀▀ ▀▀ ▀ ▀▀ ▀       ▀▀  ▀▀▀▀ ▀▀▀▀▀ ▀▀▀▀  ▀▀  ▀▀ ▀ ▀▀▀▀ ▀▀ ▀ ▀▀
      
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