PyTorch Time Sequence Prediction With LSTM - Forecasting Tutorial
In this Python Tutorial we do time sequence prediction in PyTorch using LSTMCells.
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The neural network learns sine wave signals and tries to predict the signal values in the future.
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Code was taken and adapted from official examples repo:
https://github.com/pytorch/examples
Timeline:
00:00 - Intro
01:30 - Sine Wave Creation
06:30 - LSTM Model
15:50 - Training Loop
27:55 - Final Testing
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~
🖥️ Website: https://www.python-engineer.com
🐦 Twitter - https://twitter.com/python_engineer
📸 Instagram - https://www.instagram.com/patloeber
🦾 Discord: https://discord.gg/FHMg9tKFSN
💻 GitHub: https://github.com/python-engineer
~~~~~~~~~~~~~~ SUPPORT ME ~~~~~~~~~~~~~~
🅿 Patreon - https://www.patreon.com/patrickloeber
Music: https://www.bensound.com/
#Python #PyTorch
----------------------------------------------------------------------------------------------------------
* This is a sponsored link or an affiliate link. By clicking on it I may receive a provision (dependent on the link). You will not have any additional costs, instead you will support me and my project. Thank you so much for the support! 🙏
Видео PyTorch Time Sequence Prediction With LSTM - Forecasting Tutorial канала Python Engineer
⭐ Check out Tabnine, the FREE AI-powered code completion tool I used in this Tutorial: https://www.tabnine.com/?utm_source=youtube.com&utm_campaign=PythonEngineer *
✅ Write cleaner code with Sourcery, instant refactoring suggestions in VS Code & PyCharm: https://sourcery.ai/?utm_source=youtube&utm_campaign=pythonengineer *
The neural network learns sine wave signals and tries to predict the signal values in the future.
Get my Free NumPy Handbook:
https://www.python-engineer.com/numpybook
If you enjoyed this video, please subscribe to the channel: https://www.youtube.com/channel/UCbXgNpp0jedKWcQiULLbDTA?sub_confirmation=1
Code was taken and adapted from official examples repo:
https://github.com/pytorch/examples
Timeline:
00:00 - Intro
01:30 - Sine Wave Creation
06:30 - LSTM Model
15:50 - Training Loop
27:55 - Final Testing
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~
🖥️ Website: https://www.python-engineer.com
🐦 Twitter - https://twitter.com/python_engineer
📸 Instagram - https://www.instagram.com/patloeber
🦾 Discord: https://discord.gg/FHMg9tKFSN
💻 GitHub: https://github.com/python-engineer
~~~~~~~~~~~~~~ SUPPORT ME ~~~~~~~~~~~~~~
🅿 Patreon - https://www.patreon.com/patrickloeber
Music: https://www.bensound.com/
#Python #PyTorch
----------------------------------------------------------------------------------------------------------
* This is a sponsored link or an affiliate link. By clicking on it I may receive a provision (dependent on the link). You will not have any additional costs, instead you will support me and my project. Thank you so much for the support! 🙏
Видео PyTorch Time Sequence Prediction With LSTM - Forecasting Tutorial канала Python Engineer
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