MadeStone

Chat Bot With PyTorch - NLP And Deep Learning - Python Tutorial (Part 1)

Просмотры:
37
Дата загрузки:
29.11.2023 03:37
Длительность:
00:20:42
Категория:
Обучение

Описание

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

✅ 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/patrickloeber/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/patloeber
GitHub: https://github.com/patrickloeber

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! ?

Источники:

Рекомендуемые видео