Graph Attention Networks (GAT) in 5 minutes

[ThalanorThornhale]

I absolutely love the concise explanations in your video series. So clear AND concise. I have not seen any more clear explanations on YouTube than yours. The animations help so much. THANK YOU!

[Manoj-mlsg]

Wow. Thanks!
I'm a graduate student in AI and I may not get 100% of the video content but it helped me understand where we can use GATs. I'd love to learn more about them now.

[LiaAnggraini]

Brief explanation for GAT. Thanks alot. This is currently what I need for thesis

[akashkarnatak]

Good to see that you are doing your part to bring Roko's Basilisk into existence with your YouTube channel.

[breathemath]

I don't think any other explanation can do better than this. Thanks a lot!

[shanli]

That's the most understandable introductions on GAT I've ever seen! Really love the way you explain very complicated things using simple examples. Thank you so much! Any chance you can do a video on transformer some time?

[debarchanbasu]

This is top notch stuff. I'm trying to leverage my biophysics background for a GNN-related project, and this channel is kinda my go-to for concepts. Wanted to take your course, but being a grad student in a third-world country, and when the conversion rate kicks in, it gets out of reach :/

[pranayreddy]

Hi Zak, thank you for such a great explanation. I'm currently facing trouble keeping up with the terminology in GNNs. Do you have any blog recommendations that serve as a good overview of the field and might be easier to follow for a beginner in GNNs (unfortunately I cannot afford your course and I've tried looking at your blogs and I could only find one on GCN). Nevertheless, I hope that you continue to make such cool videos!

[stevendeverteuil]

Incredible video. Super well explained and much better than how university taught it
=

[masdassasa]

Great! .. I really like your explanation .. we need more, please

[IAmWhoIAmQin]

I like you videos. Easy to understand with the essential things revealed

[ishara]

Anybody told you you look exactly like Chad Michael Murray from One Tree Hill? The resemblance is remarkable

[arkamukherjee]

Out of curiosity, what are your thoughts on combining RGCNs with GATs, as in, instead of regular degree based aggregations in RGCNs for each Relation, what do you think of calculating an attention based weight in the formula?

[exoticcoder]

What's the significant difference between Relational GCN & graph attention network ? is it the concatenation and the dot product of a ? coz I saw both are also assigned with different weights

[markhampton]

Great overview, thanks. What does the T in GAT stand for?

[withamel]

please answer me. did GAT considered as a variant of GCNs ?

[EstelFerrerTorres]

Error in Min. 2:53 --> alpha u, v expression --> denominator exponent should be a(hk, hv)

[stojanchotudjarski]

What is the link to the first video for Graph NNs?

[deltamico]

Wouldn't concatination of multiple head results lead to exponentially growing node representation with regards to the number of gat layers?

[nastaranmarzban]

Hi hope you're doing well
Is there any graph neural network architecture that receives multivariate dataset instead of graph-structured data as an input?
I'll be very thankful if you answer me i really nead it
Thanks in advanced