PyTorch Tutorials - Complete Beginner Course - PyTorch RNN Tutorial - Name Classification Using A Recurrent Neural Net

Implement a Recurrent Neural Net (RNN) from scratch in PyTorch! I briefly explain the theory and different kinds of applications of RNNs. Then we implement a RNN to do name classification. This tutorial is closely oriented on the following article: https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html ~~~~~~~~~~~~~~ GREAT PLUGINS FOR YOUR CODE EDITOR ~~~~~~~~~~~~~~ ✅ Write cleaner code with Sourcery: https://sourcery.ai/?utm_source=youtube&utm_campaign=pythonengineer * 🚀🚀 JOIN MY NEWSLETTER 🚀🚀 https://www.python-engineer.com/newsletter/ 🚀🚀 Get exclusive content on Patreon: 🚀🚀 https://www.patreon.com/patrickloeber If you enjoyed this video, please subscribe to the channel! Code and slides: https://github.com/patrickloeber/pytorch-examples Download the data: https://download.pytorch.org/tutorial/data.zip PyTorch Beginner Course: https://www.youtube.com/playlist?list=PLqnslRFeH2UrcDBWF5mfPGpqQDSta6VK4 PyTorch Chatbot Tutorial: https://www.youtube.com/playlist?list=PLqnslRFeH2UrFW4AUgn-eY37qOAWQpJyg Further resources: https://karpathy.github.io/2015/05/21/rnn-effectiveness/ https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-recurrent-neural-networks#architecture You can find me here: Website: https://www.python-engineer.com Twitter: https://twitter.com/patloeber GitHub: https://github.com/patrickloeber #PyTorch ---------------------------------------------------------------------------------------------------------- * This is a sponsored link. By clicking on it you will not have any additional costs, instead you will support me and my project. Thank you so much for the support! 🙏