Converting a Tabular Dataset to a Graph Dataset for GNNs

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▬▬ Timestamps ▬▬▬▬▬▬▬▬▬▬▬
00:00 Introduction
00:50 Homogeneous graphs
08:16 Heterogeneous graphs
14:44 Final remarks

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[pranayreddy]

Ah man, I was struggling for the past two days with this. You are a savior!

[govindaagrawal]

This is such a beautiful tutorial. I cannot thank you enough, I had been searching for a solution to this problem for months, and just now did i come across your video. You have saved my final year project. Thank you so much

[adarshsingh]

You deserve a subscriber. Your content is next level in terms of knowledge and the way you explain things. Thankyou so much

[lola-jpzs]

This is some of the best learning material I have found on youtube, thank you so much!

[jakubpiatek]

I am really looking forward to watch the second video about the temporal graph datasets!

[princessdickens]

Exceptionally clear! Thank you for making this!

[nazarzaki]

You can simply calculate the distance between the instances

[zabedecora]

Thank you for your time making these videos and sharing information, which are not clearly described in manuscripts.

[saeidkazemi]

Thanks for your content. It helped me a lot!

[theorists]

I really needed this video, thank you soo much man!! appretiate your work❤

[edlec]

Thank you so very much. It has been really useful for me.

[joanaaraujo]

Very good video! One of the biggest problems is always how to prepare the dataset, and this helped a lot... Can you make a video explaining how to convert PDB file information into graphs to feed in a GCN? I'm having a lot of trouble understanding this...

[stevechesney]

I really appreciate the information that you shared in this video/playlist. Do you have an example of where you used used the Heterogeneous graph data to create a GNN or GCN?

[imadOualid]

thank u a lot for all ur videos :D can u do one about graphsage ?

[BestBits]

Great effort! Could you please kindly do this using an example of healthcare data? I couldn't follow because I don't know anything about football. I've just realised how important the choice of example is in teaching and learning. Thanks again.

[EvanTian-nkkx]

Very good tutorial! Is there a tutorial that converts csv files to PyG data objects with multiple graphs for graph classification?

[sunaryaseo]

This is a great video I was searching for. Most of the problems when learning GNN are when preparing the dataset. Could you provide an explanation using a very familiar dataset, like "iris_dataset.csv"? I'm sure, this will provide a very clear explanation for those of us who are just starting to learn GNN. Thank you in advance.

[maximecroft]

Many thanks for your great videos and notebooks, it has been very helpful!
I was wondering when you would recommend the approach for creating a dataset as explained in the video 'GNN Project #2 - Creating a Custom Dataset in Pytorch Geometric' and when you would recommend this approach?

[desrucca]

Can the HeteroData edge index be multi dimensional?

[jonimatix]

Awesome video. Can you create a video comparing performance of graph model vs say a boosted model on Anime dataset?