Chat Bot With PyTorch – NLP And Deep Learning – Python Tutorial (Part 1)
In this Python Tutorial we build a simple chatbot using PyTorch and Deep Learning. I will also provide an introduction to some basic Natural Language Processing (NLP) techniques.
1) Theory + NLP concepts (Stemming, Tokenization, bag of words)
2) Create training data
3) PyTorch model and training
4) Save/load model and implement the chat
Resource:
This tutorial was inspired and adapted from the following article:
"Contextual Chatbots with Tensorflow": https://chatbotsmagazine.com/contextual-chat-bots-with-tensorflow-4391749d0077
🪁 Code faster with Kite, AI-powered autocomplete that integrates into VS Code:
https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=pythonengineer&utm_content=description-only *
✅ Write cleaner code with Sourcery, instant refactoring suggestions in VS Code & PyCharm: https://sourcery.ai/?utm_source=youtube&utm_campaign=pythonengineer *
📚 Get my FREE NumPy Handbook:
https://www.python-engineer.com/numpybook
📓 Notebooks available on Patreon:
https://www.patreon.com/patrickloeber
⭐ Join Our Discord : https://discord.gg/FHMg9tKFSN
If you enjoyed this video, please subscribe to the channel!
NLTK:
https://www.nltk.org
You can find the code on GitHub:
https://github.com/python-engineer/pytorch-chatbot
PyTorch Beginner Course:
https://www.youtube.com/playlist?list=PLqnslRFeH2UrcDBWF5mfPGpqQDSta6VK4
Please checkout my website to see all tutorials:
https://www.python-engineer.com
You can find me here:
Twitter: https://twitter.com/python_engineer
GitHub: https://github.com/python-engineer
Icons:
https://fontawesome.com/icons/comments
https://fontawesome.com/icons/robot
#PyTorch #NLP #DeepLearning
----------------------------------------------------------------------------------------------------------
* This is a sponsored or an affiliate 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! 🙏
In this Python Tutorial we build a simple chatbot using PyTorch and Deep Learning. I will also provide an introduction to some basic Natural Language Processing (NLP) techniques.
1) Theory + NLP concepts (Stemming, Tokenization, bag of words)
2) Create training data
3) PyTorch model and training
4) Save/load model and implement the chat
Resource:
This tutorial was inspired and adapted from the following article:
“Contextual Chatbots with Tensorflow”: https://chatbotsmagazine.com/contextual-chat-bots-with-tensorflow-4391749d0077
🪁 Code faster with Kite, AI-powered autocomplete that integrates into VS Code:
https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=pythonengineer&utm_content=description-only *
✅ Write cleaner code with Sourcery, instant refactoring suggestions in VS Code & PyCharm: https://sourcery.ai/?utm_source=youtube&utm_campaign=pythonengineer *
📚 Get my FREE NumPy Handbook:
https://www.python-engineer.com/numpybook
📓 Notebooks available on Patreon:
https://www.patreon.com/patrickloeber
⭐ Join Our Discord : https://discord.gg/FHMg9tKFSN
If you enjoyed this video, please subscribe to the channel!
NLTK:
https://www.nltk.org
You can find the code on GitHub:
https://github.com/python-engineer/pytorch-chatbot
PyTorch Beginner Course:
https://www.youtube.com/playlist?list=PLqnslRFeH2UrcDBWF5mfPGpqQDSta6VK4
Please checkout my website to see all tutorials:
https://www.python-engineer.com
You can find me here:
Twitter: https://twitter.com/python_engineer
GitHub: https://github.com/python-engineer
Icons:
https://fontawesome.com/icons/comments
https://fontawesome.com/icons/robot
#PyTorch #NLP #DeepLearning
———————————————————————————————————-
* This is a sponsored or an affiliate 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! 🙏
