Tristan Bilot

icon indicating a website link https://tristanbilot.github.io

icon company Université Paris-Saclay icon location Paris, France icon location Ph.D. student | GNNs for Cybersecurity.

Results 24 comments of Tristan Bilot

Add missing type hints

I'll take OpenAIGPT!

Can we add a example of a graph neural network for molecules ?

The idea seems cool, but this would require a lot of work to implement all message passing functions in C++, scattering etc. Are there any sparse operations implemented yet in...

Revised run command for CUDA testing

Thanks @DaveSprague for reporting this issue, it was indeed an important error!

Support for fetching only specific partition(s)

Hi @dgreda :) thanks for your interest! I didn't think of this new feature yet but you're welcome to make a PR if you wish to contribute. Do you have...

[Feature Request] Array pickle support

Anyone working on this?

Add Message Passing Neural Network (MPNN)

As mentioned [here](https://github.com/ml-explore/mlx/pull/380#issuecomment-1879723940) by @gboduljak, an important question we may ask before diving into the implementation of various GNN implementations is: Should we create a separate library specifically made for...

Add Message Passing Neural Network (MPNN)

Yes, implementing all `scatter_*` operations will be one of the main things to achieve. I plan to be working on that too.

Add Message Passing Neural Network (MPNN)

I think that the `mlx-examples` option is a no go, as this PR goes beyond just releasing a new model. The MPNN is one of the fundamental basic blocks that...

Add Message Passing Neural Network (MPNN)

It would probably be much easier for maintenance to have all GNN-related code within the separate `mlx-graphs` lib (MPNN, GraphNet, etc), and the basic operations (scattering, sparse operations) remain in...

Add Message Passing Neural Network (MPNN)

@awni, I think this is a wonderful idea! And it is IMO the most logical and straightforward way to do. I personally can allocate a lot of time on this...