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/tech/ - Technology

"Technology reveals the active relation of man to nature" - Karl Marx
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File: 1756414625701.png (571.1 KB, 1280x720, ClipboardImage.png)

 

Machine Learning general. So anybody here actually do any ML programming? I just installed PyTorch yesterday and actually started training some shit. It was pretty easy to get working. But… I am a dumb dumb, so I am going to go back and learn all the basics I think, because I have delusions that maybe I'll be able to do something interesting with it, but I know unless I'm really knowledgeable about it, the probability is less than zero.

I know that thread about bitching about ML is the most popular thread on /tech/ but I thought we should have a separate thread for people actually programming it.

All Machine Learning Concepts Explained in 22 Minutes

don't do the andrew ng deeplearning coursera crap it's a scam, that's basically all i've attempted to do

I'd recommend you write a basic Multi Layer Perceptron from scratch before even looking at things like PyTorch

File: 1756447925351.pdf (3.46 MB, 197x255, Essentials.pdf)



>>31071
Thanks for the book. Looks interesting.

>>31072
Because it's not so easy to get working

>>31074
Why would it be easier to get something working from scratch? I got it working and training in a few hours.

>>31075
>I'd recommend you write a basic Multi Layer Perceptron from scratch before even looking at things like PyTorch
<Why
>Because it's not so easy to get working
<Why would it be easier to get something working from scratch? I got it working and training in a few hours.
Ok you got it working, do you understand how it all works any better than you understood this exchange?

>>31076
>Ok you got it working, do you understand how it all works any better than you understood this exchange?
Snarky. Yeah you quoted the whole exchange and now you are changing what your reason is, yet still not even directly stating it.

>I think it is better to build your understanding by making a "Multi Layer Perceptron from scratch" before using PyTorch

Ok. You could just say that. Also maybe you should give your reasoning.


What's with tech people and having serious personality issues? I think that's what's driven me off is I picture turning into one of you.

>>31077
Stop wasting my time

>>31078
Bitch your time isn't worth shit. No one asked you to post in this thread.

>>31079
Yes you did, stop wasting my time and write a simple one from scratch

>>31080
Have you written one?

>>31081
Yes, and I'm happy to walk you through it if you make the attempt

What I'm not going to bother with is childish insults from you

I'm not suggesting you do anything heavy duty

Try making a network with 2 inputs, 2 outputs and one hidden layer of 3 "neurons" and train it on a xor function, then do the same with 2 hidden layers

So OP I've noticed that you suddenly stopped replying here and now there's someone posting cope all over various threads

That you?

AI can't cross this line and we don't know why.

>>31084
Cope? About what. I already explained the situation.
>>31082
>What I'm not going to bother with is childish insults from you
You started with it. I asked you a simple question and you got pissy right away for no reason.
>>31080
>Yes you did, stop wasting my time and write a simple one from scratch
No I did not ask you specifically to post in this thread. I just made it as a general thread to collect information or discuss anything regarding studying or developing with this kind of technology. If you want to post about that subject, feel free to. I didn't ask for you to personally tutor me. I tried to fucking move the conversation on and ignore your attitude so this thread isn't derailed with this stupid shit.

>>31082
>Yes, and I'm happy to walk you through it if you make the attempt
But thank you for the offer. If you want to write a guide on how to do that, feel free to. It's not for me, but for anyone who comes to this thread and is interested in learning about the subject.

So let's just drop whatever beef or something you think is going on here.

Anyone read it yet?

>>31096
I'm not suggesting you do anything heavy duty

Try making a network with 2 inputs, 2 outputs and one hidden layer of 3 "neurons" and train it on a xor function, then do the same with 2 hidden layers

>>31072
I vouch for that idea tbh

>>31120
Wasn't trying to have a debate. I just asked for his reasoning, but alright.

>>31121
Well if you want mine, I think it's faster than learning the prerequisite theoretical stuff, it's pretty propedeutical I guess



Bros Im taking a grad course and the whole thing is about SAT solvers. Does anyone even use that shit anymore after the LLM hype?

>>31171
You're in a good place
https://news.ycombinator.com/item?id=45114579
Loot all the papers and ideas from this link
Me, I'm looking at the Huawei 96gb compute


>>31171
Of course. SAT is actually useful.


Video from 10 months ago Wuhan, China
Cool stuff, about similarities to encodings in human brain scans for mutimodal models
LLMs in a certain similar sense are a bit aphasic

>>31226
Just to make it clear the cool stuff about brainwaves is separate, and I can dig up the papers if anybody is interested

Also important that video is 10 months ago, that's a lifetime in AI, even better self driving cars are coming out in China now, based on the, I shouldn't even have to explain this, it's literally common sense, If I find the recent chinese self driving car footage I'll explain, and may even be bothered rooting through notes for papers

So looks like the machine learning ai stack is python; and C++
https://www.open-std.org/jtc1/sc22/wg21/docs/papers/2025/p2900r14.pdf
Makes sense, python was originally for amoeba clusters

https://lavamoat.github.io/guides/webpack/
May be good for touching disgusting JavaScript
Dunno, type enforcement with macros

Whatever is necessary, stick an entire lisp in there why not

Or rust or C, whatever webasm works


>>31248
i remember there was a push for analog hardware for executing ML models way back in 2018-ish? there even was a veritasium video about it, it's adorably quaint because you could see the priority as far back as 2022 was computer vision running on personal devices, not large language models

https://www.shloked.com/writing/claude-memory
People on news.ycombinator.com seemed surprised to learn this, so I figure some of you might find it handy

https://anishathalye.com/semlib/
For anything practical, unless you want to learn C++ or something the answer to how do I do this with AI is always python, or chatbot interface
Death to MCP unless I find use for it


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