Understanding Graph Neural Networks | Part 2/3 - GNNs and it's Variants

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Correction: At 05:30 I forgot the yellow neighbor node for the upper blue node in the chart, sorry for that. :)

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▬▬ Timestamps ▬▬▬▬▬▬▬▬▬▬▬
00:00 Recap
00:29 Message Passing Layers
01:54 Example
04:51 GNN Depth / Computation Graph
06:42 Formal definition of GNNs
07:26 Variants of GNNs

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I have been struggling to understand GNN for last 3 months. I studied lot about GNN which includes video lectures from top colleges and industries, but you connected all the DOTS in the series of videos. awesome work!

bharathirajaantonysamy
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I do not know if this is the only one resource that explains how the number of layers corresponds to the number of hops and explains what is the depth in GNNs!! This is just a wonderful illustration ! thank you :)

awadelrahman
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Best video out there on GNN's. I love how you explained every concept thoroughly and examples are very helpful too. Keep up!

boranklc
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This is such an amazing and simple video to understand. Lot of phd level people still cannot explain it as simple as you have done. what an great video this is

nirupamsharma
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These videos are amazing and very very underrated. I am trying to understand a GNN for a catalysis interaction and these videos are the best source of information I could ever hoped for. Thank you!

aslanirmak
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So much time spent on articles and tutorials that I couldn't understand. Finally, I found a clear explanation of GNN!

microcosmos
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Very clear career path for you - go to the university you like the most, show them your videos, get hired, make many students happy...
Thank you so much, this really helped me out!

scriptorjo
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Thank you so much! I spent many days trying to understand the meaning behind GCN but couldn't get it. And amazingly, it only took me less than 3 minutes watching your example at 1:54 to grasp its meaning.

hieuluc
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part 1 and part 2 are done, I have to mention your explanation is crystal clear and easy to for part work man.

shubhamverma
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Wow this was exactly the right level of detail to go into. Explained concepts thoroughly while still being accessible. Thank you!

JosephWThomas
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Unbelievable, I read many different papers on GNN even the paper you mentioned in your last paper but I am not able to visualize the concept in my mind Thank you so much for such a great explanation and I am expecting more videos on GNN from you
Thanks once again!

waleedrafi
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You know, I'm very prone to dislike the mathematical explanations of such complex concepts as the ones in deep learning. However, I really enjoy your videos because you explain really smoothly and in a visual way that mathematics seems less complex, more understandable. I think if my college teachers had explained mathematics like that, I wouldn't be struggling with these kinds of concepts now.
Thank you so much for such an amazing effort. We need more content like this!

AcTrina
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You're really clear and concise. This is what I needed. Thanks for the lesson.

cmatiolli
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Great explaining done here !! This channel is worthy of many more subscribers and viewers.

leonardvanduuren
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It's so fucking crazy to me content like this is out here for free and of such high quality.

aron
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You are amazing at explaining. Congratulations at having done this so incredibly well

dilbaum
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very nice visualisation to explain message sharing and how it helps each node learn about features of other nodes.

SharathKumarKR-bi
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Great presentation. Thanks also for the book link.

nintishia
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I'm new to GNN and your videos are really helpful, thanks!!

weyoungg
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I made 3 page notes on this. Very clearly explained, thanks dude!

naevan