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description: a collection of simple PyTorch implementations of neural networks and related algorithms
link: https://nn.labml.ai/
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Upon running on latest master
```
61f01e3c (HEAD -> master, upstream/master, origin/master, origin/HEAD) add chapter author photos
```
Command
```
d2l-en bapac$ d2lbook build html
```
It fails…
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When attempting to install the Tensorflow package using pip, the following error occurs:
ERROR: Could not find a version that satisfies the requirement tensorflow (from versions: none)
ERROR: No …
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I'm confused about the equation $\sum_jc_{ij}p(y_j)=\mu(\hat y_i)$ and the definition of confusion matrix $C$ above.
As I understood, the equation is based on the full probability equation $$\sum_jP(…
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Explore if the LTI integration path is viable and how much extra effort it would take to support it.
- Thread with connections details: https://hypothes-is.slack.com/archives/C4K6M7P5E/p169643427…
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GANs are the most advanced topic currently discussed in d2l.ai. However, diffusion models have taken the image generation mantle from GANs. Holding up GANs as the final chapter of the book and not dis…
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## Description
Using the **HuberLoss()** (with or without parameters) from the module loss raise a **TypeError:** exception with the message using it in a simple regression computation where for exa…
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Currently, the only missing chapter in the PyTorch port of the book is [Recommender Systems](https://d2l.ai/chapter_recommender-systems/index.html). Given the number of requests that we have been rece…
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Some ideas for figures to add to the PPT
- [ ] Linear regression, single-layer neural network
- [ ] Multilayer Perceptron with hidden layer
- [ ] Backpropagation
- [ ] Batch Normalization and al…