4-6. PyTorch

4-6-1-3. Single layer neural networks solution

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So now, this is my solution for this exercise on calculating the output of this small simple neural network. So, remember that what we want to do is multiply our features by our weights, so features times weights. So these tensors, they work basically the same as NumPy arrays, if you’ve used NumPy before. So, … Read more

4-6-1-2. Single layer neural networks

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Hello everyone and welcome to this lesson on deep learning with PyTorch. So, in this lesson I’m going to be showing you how we can build neural networks with pyTorch and train them. By working through all these notebooks I built, you’ll be writing the actual code yourself for building these networks. By the end … Read more

4-6-1-1. Welcome!

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Welcome! Welcome! In this lesson, you’ll learn how to use PyTorch for building deep learning models. PyTorch was released in early 2017 and has been making a pretty big impact in the deep learning community. It’s developed as an open source project by the Facebook AI Research team, but is being adopted by teams everywhere in … Read more