Lazy Programmer Forum

Thanks for your inquiry. The variable 'newmodel' is a pipeline object. It's not the same object type as the previous model. To understand how the parameters stored in the 'model' variable could have changed, you should study "object-oriented programming" to give you some idea of what's hap...

Thanks for your inquiry.

This is related to one of the VIP projects in the PyTorch course. We use a neural network for uncertainty estimation (uncertainty being the variance, hence exactly what GARCH is doing).

Thanks for your question. I would recommend the following 2 things: 1) Look at the "course order" list (https://deeplearningcourses.com/course_order). If you can make it up to the advanced courses (for example, the advanced sections of the transformers and NLP courses), then you can consid...

Thanks for your inquiry.

As mentioned in the video this is how the PyTorch library was implemented.

In general this is their convention as you may have seen with images as well.

You can always check the documentation and source code to confirm.

> I can understand the former "None" because question is replaced by "None" and only context is shown as tuples after tokenize_fn_validation However I am not clear in latter "None", because context is shown tuples in the result but after the tuples "None" is s...

Thanks for your inquiry.

I'd recommend Google searching the problem for tool-specific issues.

I've never used Visual Studio Code so I can't comment on how it works.

Also note that Google Colab is the official environment for the course so you can always do that instead.

1) Sure you may have to modify the code if you change that. I'd recommend trying it as an exercise. 2) As mentioned in the lecture the plot was created by first performing PCA. Therefore, the 2 axes correspond to the first 2 principal components. If you don't know about PCA check it out in "Uns...

Not willing to followup?

But wouldn't this lead to EXACTLY THE SAME PROCESS as I describe above, albeit with a far less convenient user experience? What pedagogical benefit is there to this? That's where we disagree, and you haven't convinced me that this is a real pain point for you, although I am ready and willing to lis...

You have still not answered why your links were working opening Colab notebooks 2 days ago, but are not now. Correction: you didn't ask why. If you want to know "why", I obviously can't share my full reasoning with you as business decisions involve more than simply what students feel enti...