Can we use VS Code on a remote machines?
If any of you have a good guide to use the features Jeremy just alluded to in vs code that’d be great !
Does anybody from fastai team use a visual debugger or IDE? It seems like you’re all perfectly fine with Vim and Jupyter =) Do you prefer set_trace
(or breakpoint
) calls instead of using UI tools?
Any intuition about what this neural network learns in each intermediate layer (like the visualization he showed for CNN)? - that would help us understand what representation the network is building/improving…
same question for NLP?
Not unless you’re Remote-Desktop-ing into it where you can see the graphical user interface. VSCode is a windowed, GUI app; not a terminal app.
Would X11 help?
Thanks for the reminder, I did forget
Wow this is super useful!
I am not too sure we will cover character-level NLP model in this version of the course. In part1-v2, we learnt about this topic in lesson 6—Recurrent Neural Network(RNN), “Character based model vs. word based model”
but this time, we will do it one character at a time. RNN is no different from what we have already learned in lesson 4.
However, in part1-v2, we have not started using transfer learning technique for NLP approach. Note, there is also something in between word & char-level model that is called Byte Pair Encoding (BPE) which looks at n-gram of characters.
I’ll wait for the next lessons.
Why no activation function for the last output?
What do you mean with ‘text regressor’?
model input is text, model output is a number.
You mean continuous number? Can you give an example?
Do you mean activation function ?