Hi guys, Welcome to the Advanced Video Search Engine, and you are watching PyTorch Network Definition Class or Sequence? (3.5). That video is uploaded by Jeff Heaton at 2023-08-11T07:23:32-07:00. We are promoting this video only for entertainment and educational purpose only. So, I hope you like & enjoy it. [NOu8jMZx3LY]
| Name | PyTorch Network Definition Class or Sequence? (3.5) |
| Video Uploader | Video From Jeff Heaton |
| Upload Date | This Video Uploaded At 11-08-2023 14:23:32 |
| Video Discription | In this video we'll be exploring the different ways to create a neural network, focusing on two main approaches: using sequences and defining classes. In PyTorch, you can build neural networks using the nn.Sequential method, which allows you to stack layers in a straightforward linear fashion. This is great for simple feedforward networks where one layer follows another. On the other hand, if you need more customized or complex architectures, defining your network as a class using nn.Module provides greater flexibility and control over the flow of information between layers. During this video, we will dive deep into both of these methods, discussing their syntax, their benefits, and the scenarios in which each approach might be best suited. Whether you're new to PyTorch or looking to refine your neural network building skills, this tutorial has something for everyone. Code for This Video: https://github.com/jeffheaton/app_deep_learning/blob/main/t81_558_class_03_5_pytorch_class_sequence.ipynb ~~~~~~~~~~~~~~~ COURSE MATERIAL ~~~~~~~~~~~~~~~ 📖 Textbook - Coming soon 😸🐙 GitHub - https://github.com/jeffheaton/app_deep_learning/ ▶️ Play List - https://www.youtube.com/playlist?list=PLjy4p-07OYzuy_lHcRW8lPTLPTTOmUpmi 🏫 WUSTL Course Site - https://sites.wustl.edu/jeffheaton/t81-558/ ~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~ 🖥️ Website: https://www.heatonresearch.com/ 🐦 Twitter - https://twitter.com/jeffheaton 😸🐙 GitHub - https://github.com/jeffheaton 📸 Instagram - https://www.instagram.com/jeffheatondotcom/ 🦾 Discord: https://discord.gg/3bjthYv ▶️ Subscribe: https://www.youtube.com/c/heatonresearch?sub_confirmation=1 ~~~~~~~~~~~~~~ SUPPORT ME 🙏~~~~~~~~~~~~~~ 🅿 Patreon - https://www.patreon.com/jeffheaton 🙏 Other Ways to Support (some free) - https://www.heatonresearch.com/support.html ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ #PyTorch #NeuralNetworks #nnSequential #nnModule #DeepLearning #CustomNetworks #FeedforwardNetworks #AI #MachineLearning #Coding #ModelBuilding #DataScience NOu8jMZx3LY |
| Category | Science & Technology |
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