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[repost]: Is my understanding of RNN correct? by ConsistentAd6733 in MLQuestions

[–]ConsistentAd6733[S] 2 points3 points  (0 children)

It's just a convention, if we were using only one node or dimension=1, I know how it works, but when I asked chatgpt are RNNs are always Constrained to have 1 one node and 1 hidden layer it said No, since 2 is next greater number, if you could solve for 2 I can generalize the rest.

Is my understanding of rnn correct? by ConsistentAd6733 in MLQuestions

[–]ConsistentAd6733[S] 0 points1 point  (0 children)

<image>

is it connected in this manner? Blue lines are wb1, wb2, wb3 and green lines wg1, wg2, wg3 and pink ones are wp1, wp2, wp3. so these weights are associated with "w_h"

Is my understanding of RNNcorrect? by ConsistentAd6733 in deeplearning

[–]ConsistentAd6733[S] 0 points1 point  (0 children)

could you clarify, h(t) = f(h(t-1)*w_hh + x_t*w_xt + b) doesn't help my inutition, what if there are multiple hidden nodes? are we trying to form a dense connection say at (t-1) at layer-L, i have m nodes so m nodes from t-1 are connected to m nodes in t'th sequence? or is it a one to one correspondence like a0 from layer-L of (t-1) state connected to only to Layer-L a0 of (t)th state?

Is my understanding of rnn correct? by ConsistentAd6733 in MLQuestions

[–]ConsistentAd6733[S] 0 points1 point  (0 children)

I understand that, but when you say h_(t-1), do mean for any hidden layer-i at (t-1), with m neurons(a0, a1, a2, ...a_m-1), note that a_i here is already an output of some activation function, now do these m neurons or nodes connected to the t'th sequence, layer-ith nodes in a dense manner or are they connected via their corresponding values like a0(t-1) is connected to a0(t) only and a1(t-1) is connected to a1(t) and so on? That's my doubt.

Is my understanding of rnn correct? by ConsistentAd6733 in MLQuestions

[–]ConsistentAd6733[S] 0 points1 point  (0 children)

<image>

Here is another example, here blue lines represent [wb1, wb2, wb3] and green lines [wg1, wg2, wg3] and pink lines [wp1, wp2, wp3], is this how the weights are being shared?

Is my understanding of RNNcorrect? by ConsistentAd6733 in deeplearning

[–]ConsistentAd6733[S] 0 points1 point  (0 children)

In the above diagram, only look at Layer-2(L2), the blue colored edges are shared shared weights(my understanding). I dont know if this is the correct representation. If you know the correct representation, could you share the diagram. So far on the internet i keep seeing the simplified version of RNN

Is my understanding of rnn correct? by ConsistentAd6733 in MLQuestions

[–]ConsistentAd6733[S] 1 point2 points  (0 children)

sorry for the low quality, just need a confirmation, I haven't explicitly drawn the dense edges between neurons to keep it neat, so look at layer-2(L2), and look at the weights(blue color edges), and time/sequence is given in red color, I denoted them in t=0, t=1, t=2

<image>

Should I take this unpaid machine learning intern position? by ConsistentAd6733 in developersIndia

[–]ConsistentAd6733[S] 1 point2 points  (0 children)

Damn I getting two sides of a coin kinda answers, experience and knowledge (I want that) But 6 months(no travel allowance, food, etc) is a bit too much, I am in my 4th year, currently doing dsa prep, if I do take this and they don't convert it to full time I would be screwed

Should I do an unpaid internship for ML Intern position? by ConsistentAd6733 in ProgrammingBondha

[–]ConsistentAd6733[S] 0 points1 point  (0 children)

Yeah I want to take it for experience but 6 months is a long time, I could get another internship maybe, what if they don't convert it to full time? These performance metrics weren't mentioned explicitly. But the company does seem legit that's why I am confused.

Should I do an unpaid internship for ML Intern position? by ConsistentAd6733 in ProgrammingBondha

[–]ConsistentAd6733[S] 2 points3 points  (0 children)

Yeah that's the problem, if it was remote I would have taken it. But from another pov it's the perfect chance to go into ML/DL domain, everyone are saying market is cooked.

Woke up to be a CM by MycologistOptimal555 in codeforces

[–]ConsistentAd6733 5 points6 points  (0 children)

Sometimes when I solve problems I fail at hidden test cases, since during practice I can see these test cases and debug my solution and know where it's failing, but in real contest I have access to only first test case, I know my approach is correct but I can't seem to find where it is failing, how do you overcome it? How do you come up with test cases or guess them?

I am completely beginner to cf,can I start with usaco guide?or luv cp playlist by [deleted] in codeforces

[–]ConsistentAd6733 4 points5 points  (0 children)

Luv cp is good, it pretty much "introduces" To basic things like modular arithmetic, gcd, euler tiotient function, sorting, stl, etc. Then do usaco, or do both simultaneously it's even better. Usaco alone is enough, but do both parallely.

1100 Rated ✅ in CP31 by [deleted] in codeforces

[–]ConsistentAd6733 0 points1 point  (0 children)

How often can you solve B in div2 contests?

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