Aurélien Geron

Results 284 comments of Aurélien Geron

I'm glad `docker pull ageron/handson-ml2` worked. I also tried reducing the RAM to 2 GB, then I ran `docker-compose up` and I got the same error as you did (the...

Sorry for the late response. I've never seen this error, and I was unable to reproduce it. I've updated this project to use the latest version of TensorFlow and TF...

Thanks for your question @vedanthv , and thanks for the solution @ian-coccimiglio ! It's indeed important to cast the labels to integers. The books includes this line at the bottom...

Thanks for your question. I'm currently traveling for the next few weeks, but I'll try to answer when I get back.

Thanks for your feedback. I updated `environment.yml` to recent versions of all libraries, and I ran some tests. Everything seems to be working fine, and in particular the Transformers example...

Hi @liuyao120 , Could you please provide more details about your system? In particular, how did you install TensorFlow Serving? Did you follow the instructions in the book for install...

Thanks for your question @ofe-57 , and thanks to @ashishthanki for the great answers. Is everything clear now @ofe-57?

Hi @FedericoTrifoglio , Indeed, the 90% precision classifier code `thresholds[np.argmax(precisions >= 0.90)]` only works because the precision/recall arrays correspond to strictly *increasing* thresholds. So the precision gradually increases (except when...

Hi Sarun, Thanks for your question. Suppose you sample a hyperparameter K from a uniform distribution between 0 and 100. Only 1% of the samples will be lower than 1....

Hi @ladylazy9x , Thanks for your feedback. SVC always uses OvO to train the model when there are more than 2 classes. The `decision_function_shape` hyperparameter does *not* affect the training...