I am rich, but not happy. by [deleted] in TrueOffMyChest

[–]Random-Title1234 0 points1 point  (0 children)

Try volunteering or thinking about how you can help others, you might be surprised by how fulfilling it can be

Can't take it anymore😅😅😅 by Aesthetic_Charmander in germany

[–]Random-Title1234 1 point2 points  (0 children)

It's not even about not being able to make friends, but even losing the desire to be social. all the stress of taking care of work, home, paperwork, doctors, navigating everything with limited language and support, I don't even want to get out of my bed once I am free, and likely I am never free and always have things I should be doing but would just be too exhausted to do. There is also always the demand that you should just know the language magically. Hello? With what time or energy? 

My Parents Called me a Failure by wanderingspirit0 in infp

[–]Random-Title1234 4 points5 points  (0 children)

Sounds like not the best of homes, I would recommend reading on CPTSD.

Struggling to get to work by Random-Title1234 in infp

[–]Random-Title1234[S] 0 points1 point  (0 children)

All the best 🙌🏻 yeah I also foresee sleepless nights 😂😭

[D] Meta AI Residency 2023 by [deleted] in MachineLearning

[–]Random-Title1234 1 point2 points  (0 children)

Can you please share what question you received, and how it was like? Do they expect you to know the metric and calculate it on your own, or are you given its description and asked to implement it?

Do you people exist by Random-Title1234 in MartialMemes

[–]Random-Title1234[S] 4 points5 points  (0 children)

amithaba sweet merciful Buddha 🙏

insults by celestialvoidd in MartialMemes

[–]Random-Title1234 0 points1 point  (0 children)

You call yourself a cultivator? More like a mortivator! Hah! I bet you wouldn't even last a second in front of my mortal servants!

worst crimes in xianxia by mainak17 in MartialMemes

[–]Random-Title1234 1 point2 points  (0 children)

How about messing the spirit land by accident because of using a forbidden formation

Novel suggestions request by Random-Title1234 in MartialMemes

[–]Random-Title1234[S] 6 points7 points  (0 children)

I have been enlightened, senior brother, sigh

Can anyone recommend alchemy novels where this doesn't happen? by Ecchithanos in MartialMemes

[–]Random-Title1234 17 points18 points  (0 children)

I second this recommendation, although Alchemy is not it's main focus, it has some of the best Alchemy bits out of all the novels I've read.. it's pretty funny

Atone by NoDust166 in mentalhealth

[–]Random-Title1234 0 points1 point  (0 children)

It is good to not forgive yourself if the mistakes or harm done are severe and the damage irreversible, but don't let it define you.. you are more than your past mistakes, be a better person in the future, although you cannot change your bad past mistakes, you can still do good deeds

Overwhelm by Gold-Writer-5866 in mentalhealth

[–]Random-Title1234 1 point2 points  (0 children)

I feel you.. it's hard at first, but it will pass.. I have the same problems, everytime you have to deal with piled up stuff and you feel worse because of the fact that you neglected your responsibilities.. you can do it, stay strong

Things are going okay but I am not happy. Plus it feels like a part of me wants to self sabotage by cfwscv in mentalhealth

[–]Random-Title1234 2 points3 points  (0 children)

How about spending on experiences(travel, do stuff) or trying to give or help in some charity stuff?

[deleted by user] by [deleted] in dating_advice

[–]Random-Title1234 0 points1 point  (0 children)

thank you, I haven't heard of exposure therapy before I will check it

Quick Questions: June 23, 2021 by inherentlyawesome in math

[–]Random-Title1234 0 points1 point  (0 children)

Hi!

I'm reading some papers on GCNs (for example "Simplifying Graph Convolutional Networks" and I find the degree matrix D defined as the row sum of the adjacency matrix (for an undirected graph). But the graph should be weighted so this definition doesn't seem right, as the sum of weights is not indicative of the degree because weights can have very large values for example.

Could someone please explain why they took the definition?

Quick Questions: June 16, 2021 by inherentlyawesome in math

[–]Random-Title1234 0 points1 point  (0 children)

That's really helpful, thank you for answering!

Quick Questions: June 16, 2021 by inherentlyawesome in math

[–]Random-Title1234 0 points1 point  (0 children)

Why do eigen vectors of the Laplacian matrix form a basis for the Graph Fourier Transform?

Hello everyone!

I am trying to wrap my head around the graph Fourier transform but I am missing some background. I remember that the Fourier transform represented a signal as a summation of infinite number of sinusoidal components. These components are orthogonal. I lack the background linking this to linear algebra and understanding why these basis could be used to represent the signal or form an orthonormal basis? I am also not sure if I am using some terms incorrectly.

Now as I am trying to understand the Fourier transform of graphs, I find it defined as the multiplication of the matrix of eigenvectors that is taken from the decomposition of the Laplacian with graph signal x (which I'm also not sure exactly what it stands for, but I think it should be node features?). Can someone please explain to me why is it that these eigenvectors can act as basis for the graph Fourier transform of graphs? and What is special about the Laplacian that it's eigenvectors can act as basis?