Aurélien Geron

Hi @junghyun3 , Thanks for your question, and sorry for the late response. The current container does not support GPU, but I'm planning to create one shortly that will. It...

I just added `docker/Dockerfile.gpu`, and I updated the `docker/README.md` instructions. I got everything to work fine on a Linux server, but it wasn't as easy as I hoped. Obviously you...

Hi @hahampis , Thanks for your feedback. I just ran the [Colab notebook](https://colab.research.google.com/github/ageron/handson-ml2/blob/master/07_ensemble_learning_and_random_forests.ipynb), and I got these results:  It's different from the results in the book: ``` LogisticRegression 0.864...

Hi @zuhairabid , Thanks for your PR! The `animate_tangent()` function is used in another place with another function, so we can't hard-code y=f'(x)=2x in the function itself. However, I like...

Hi @DavidLandup0 , Thanks for the PR. However, I cannot reproduce the error you were getting. I just tried running the notebook on Colab (which currently uses TensorFlow 2.6.0) and...

Hi @MehdiMaboudi , Thanks for your feedback. 👍 I agree that this formulation was really unclear. In the [upcoming 3rd edition](https://learning.oreilly.com/library/view/hands-on-machine-learning/9781098125967/), I changed this sentence to this: > Then it...

Hi @GeorgeEngland , Thanks for your feedback. Unfortunately, due to an [issue introduced in TF 2.2 (#46858)](https://github.com/tensorflow/tensorflow/issues/46858), it is currently not possible to use `add_loss()` along with the `build()` method....

Hi @FatihMercan61 , Thanks for your question! There are two types of labels here: class labels, and cluster labels. An image's class label corresponds to the digit that this image...

Hi @nowphoenix , Thanks for your question. You've come to the right place! 😊 As explained in the book, the function you're looking for is available in this github project....

Hi @SichengYang , Thanks for your question. These errors are displayed but training continues, right? Do you see `ValueError: Found unknown categories ['ISLAND'] in column 0 during transform`? If so,...