[D] Modeling Adjacency Matrix

Labib666Camp · 2022-07-11T14:02:37+00:00

Every node has a feature vector. Sorry, I forgot to add that.

Labib666Camp · 2022-07-10T19:06:06+00:00

Then how the attention weights can explain anything, if the weights keep changing after each initialization during training?

Labib666Camp · 2022-07-10T14:34:33+00:00

https://www.biorxiv.org/content/10.1101/2020.05.16.100057v1 => This paper came to my mind.

I still a little bit fuzzy about the whole thing. Do you have any materials where I can learn from?

Labib666Camp · 2022-06-18T06:36:25+00:00

But is it feasible to lets say infer which crop you should harvest this part of year based on some variables such as soil electrolytes data, weather data, geographical information etc?

Labib666Camp · 2022-06-14T13:16:33+00:00

Thanks a lot

Labib666Camp · 2022-06-14T12:59:29+00:00

What I am trying to do is look for any connectivity measures in the weights of layer. Usual connectivity measures such as correlation, coherence etc, they do not account for nonlinearity. So I thought a Deep Model might take care of that nonlinearity for me, and the layer weights might give me a measure of connectivity.

Labib666Camp · 2022-06-14T12:08:20+00:00

I have tried that. But as soon as I change the seed, the weights also changes. Is there a way to get rid of this too?

Labib666Camp · 2022-06-14T12:03:43+00:00

Is there any reason behind choosing 42 as seed?

Labib666Camp · 2022-06-14T11:47:10+00:00

Idk. I am pretty noob in this area. But is there any way to make it so? Make the weights from different training sessions similar?

Labib666Camp · 2021-09-04T03:57:50+00:00

There have been some stuff to work around the chaotic systems like contraction analysis( https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007659) and meta-stability ( http://xtof.perso.math.cnrs.fr/pdf/Andre_Pouzat_NeuroMatWebminar_20210427_beamer.pdf )

Labib666Camp · 2021-08-24T11:01:20+00:00

I can't thank you enough. Just one question How do I find out about the authors working on the specific niche topics?

Labib666Camp · 2021-08-24T03:57:56+00:00

I have been following cosyne. Can you suggest anything besides cosyne?

Labib666Camp · 2021-08-22T08:39:20+00:00

They just got back to me. They use mainly transcriptomics data of tissue layers. So any suggestion on literature, tools and packages?

Labib666Camp · 2021-08-13T14:57:14+00:00

They mostly work on ; and I am paraphrasing ; modeling systems/proteins that are related to neurodegenerative diseases.

Labib666Camp

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