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Пікірлер
@VigneshBhaskar
@VigneshBhaskar Күн бұрын
Thanks a lot for the content. One small request. Can you pls reduce the background music volume next time?
@machinelearningexplained
@machinelearningexplained 22 сағат бұрын
Hey there, Yes sorry for the inconvenience, I've improved the sound in my new videos :)!
@dgs1977
@dgs1977 3 күн бұрын
Very interesting! Thank you so much! :)
@machinelearningexplained
@machinelearningexplained 3 күн бұрын
My pleasure, glad it was useful :)
@qasimjan5258
@qasimjan5258 6 күн бұрын
I am totally new to machine learning. From where do I start?
@machinelearningexplained
@machinelearningexplained 6 күн бұрын
Great question, will make a video on this next week!
@AbhishekSaini03
@AbhishekSaini03 13 күн бұрын
Thanks , how can we use VGG for 1D signal? Is it possible to use VGG for regression instead of classification, how?
@machinelearningexplained
@machinelearningexplained 10 күн бұрын
Hmmm depends, what’s the 1D signal about? Is it visual?
@AbhishekSaini03
@AbhishekSaini03 10 күн бұрын
It’s acoustic signal.
@machinelearningexplained
@machinelearningexplained 10 күн бұрын
Ah then no, VGG shouldn’t be your pick here. It was expressively designed for image classification. Take a look at the various model on PyTorch made specifically for audio signal: 📌 pytorch.org/audio/stable/models.html
@AbhishekSaini03
@AbhishekSaini03 10 күн бұрын
Can’t we change output layer, activation function to do regression?
@machinelearningexplained
@machinelearningexplained 10 күн бұрын
Yes you can, but the internal of the model is tailor built for image. If you are able to express your 1D signal input as an image I would say it might be worth it to try. However, there are other models made specifically for audio.
@kukfitta2258
@kukfitta2258 13 күн бұрын
very cool thank you for the knowledge
@machinelearningexplained
@machinelearningexplained 13 күн бұрын
Glad it was useful! :)
@victorisrael6191
@victorisrael6191 14 күн бұрын
Glorious😳
@machinelearningexplained
@machinelearningexplained 14 күн бұрын
😀
@machinelearningexplained
@machinelearningexplained 21 күн бұрын
Hey, fyi I had to reshoot some of the section on this video because I couldn’t stop saying Drop Path (from Fractal Net) instead of Stochastic Depth. There is still 1 wrong mention of drop path in there that I wasn’t able to fix haha That's what you get from reading two paper simultaneously!😅
@HasanRoknabady
@HasanRoknabady 22 күн бұрын
thank you very much for your nice work can i have your slides?
@machinelearningexplained
@machinelearningexplained 21 күн бұрын
Thanks, for sure! You can shoot me an email at [email protected] and I'll send them to you.
@sandeepbhatti3124
@sandeepbhatti3124 Ай бұрын
Thank you! Exactly what I needed.
@machinelearningexplained
@machinelearningexplained Ай бұрын
Glad it was useful :)
@JamesColeman1
@JamesColeman1 Ай бұрын
Nice work, but why was the first file overall a larger file to start? Character quantity?
@mprone
@mprone 16 күн бұрын
Yes, but this shouldn't have happened. The first file contains 2M characters, while the second only 1M thus |file_2| = 2 * |file_1|. The author of the video wanted to have a first file with 500'000 "ab" (thus 1M chars) but that's not what he did.
@camelendezl
@camelendezl 2 ай бұрын
Amazing video! Thanks!
@machinelearningexplained
@machinelearningexplained 2 ай бұрын
Glad it was helpful! :)
@machinelearningexplained
@machinelearningexplained 3 ай бұрын
Who the heck is Tanimoto
@DistortedV12
@DistortedV12 3 ай бұрын
This is SUPER helpful. I was looking online for a good example using sklearn to no avail. Even asked ChatGPT and was led astray.
@JeffSzuc
@JeffSzuc 4 ай бұрын
Thank you! this was exactly the explanation I needed
@machinelearningexplained
@machinelearningexplained 3 ай бұрын
Glad it was helpful, any other topic you would like me to cover?
@Miami_adana09346
@Miami_adana09346 4 ай бұрын
Will please tell me how to do ndam optimization in matlab for deep learning
@machinelearningexplained
@machinelearningexplained 4 ай бұрын
Hey there! For sure, do you already have some code that I can take a look at ? Also, why are you using MATLAB?
@Yashchaudhary-be2bu
@Yashchaudhary-be2bu 5 ай бұрын
thank you so much it helped me in project lot
@machinelearningexplained
@machinelearningexplained 5 ай бұрын
Glad it was useful :)
@akhtarbiqadri1
@akhtarbiqadri1 6 ай бұрын
can you give me the link to the exact jupyter notebook? I can't find the exact same jupyter notebook from the link that you provide on the description
@Fantius1
@Fantius1 6 ай бұрын
Math.pow(2, x) is not how you square a number (saw it in your github).
@ufukthegreat0
@ufukthegreat0 7 ай бұрын
Appreciate it man thank you. This is golden.
@machinelearningexplained
@machinelearningexplained 5 ай бұрын
Glad it was useful, keep it up !
@ghinwamasri5537
@ghinwamasri5537 8 ай бұрын
Thank you for your concise and clear explanation!
@machinelearningexplained
@machinelearningexplained 3 ай бұрын
Glad it was helpful! This tutorial was pretty niche haha
@Diekartoffel1
@Diekartoffel1 8 ай бұрын
If I'm not mistaken you only return the entropy for the last checked nucleotide: entropy = 0 for nucleotide in {'A', 'T', 'G', 'C', 'N'}: rel_freq = dna_sequence.count(nucleotide) / len(dna_sequence) if rel_freq > 0: entropy = entropy - (rel_freq * math.log(rel_freq, 2)) return entropy
@MalichiMyers
@MalichiMyers 10 ай бұрын
hi
@machinelearningexplained
@machinelearningexplained 10 ай бұрын
Hello 👋 Let me know if you have questions!
@MalichiMyers
@MalichiMyers 10 ай бұрын
​@@machinelearningexplained Do you know a way to use the MNIST dataset without using sklearn, pytorch, or tensorflow? If not, what are some datasets that you recommend?
@yacine997
@yacine997 10 ай бұрын
This is a great project for beginners, thanks for this valuable information !
@machinelearningexplained
@machinelearningexplained 10 ай бұрын
Glad it was interesting! I remember the first time I've attempted to make a boggle solver, my DFS based algorithm was extremely inefficient. I had to build it in C and have parallelization in place to barely hit the 2min mark for the game. Once you use dynamic programming and a search-optimized trie structure it's a world of difference.
@haoduong6565
@haoduong6565 11 ай бұрын
Hi, can you share example on fine and gray modeling? Also, where I can get these codes? thanks!
@machinelearningexplained
@machinelearningexplained 10 ай бұрын
Hey there, Sorry for the wait this comment slipped through! What do you mean fine and gray modeling?
@mitchellshields9904
@mitchellshields9904 Жыл бұрын
promo sm
@machinelearningexplained
@machinelearningexplained Жыл бұрын
What?
@yacine997
@yacine997 Жыл бұрын
Love this video !
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Hey Yacine, glad you liked it!
@tuberclebacilli9417
@tuberclebacilli9417 Жыл бұрын
Where are you from?
@machinelearningexplained
@machinelearningexplained Жыл бұрын
I'm originally from Algeria, but I've lived in Canada for most of my life! btw you can join the discord for general casual chat : discord.gg/QpkxRbQBpf Easier for me to follow up!
@tuberclebacilli9417
@tuberclebacilli9417 Жыл бұрын
Keep going 💪💖
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Thank you, I will
@tuberclebacilli9417
@tuberclebacilli9417 Жыл бұрын
Welcome back
@machinelearningexplained
@machinelearningexplained Жыл бұрын
😁 it's been a while haha
@ishanmistry8479
@ishanmistry8479 Жыл бұрын
You're back again! That's amazing ✨
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Yes I am! I have a few videos lined up :)
@sohailraza2005
@sohailraza2005 Жыл бұрын
Can you please help me with rainfall problem with deepxde and physics informed neural network
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Yes sir for sure, shoot me a message on LinkedIn I have some time tomorrow for a video-call 📌 www.linkedin.com/in/yacinemahdid/
@sohailraza2005
@sohailraza2005 Жыл бұрын
@@machinelearningexplained please accept my request, and thank you sooooooooo much for replying me
@AJ-et3vf
@AJ-et3vf Жыл бұрын
So for nesterov gradient, the learning rate would have to be set constant and not found automatically using line search for each iteration?
@AJ-et3vf
@AJ-et3vf Жыл бұрын
Great video. Thank you
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Glad you liked it!
@AJ-et3vf
@AJ-et3vf Жыл бұрын
Great video. Thank you
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Thanks :)
@kevon217
@kevon217 Жыл бұрын
Very helpful. Thanks!
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Glad it was helpful Kevin!
@Anastasiyofworld
@Anastasiyofworld Жыл бұрын
Nice tutorial, thanks a lot. But! If you explain something - just explain. Watching how you was moving the pieces of code was so annoying!
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Hi there, Thanks for the feedback! Will improve that part in the next tutorial for sure :)
@Detective_Jones
@Detective_Jones Жыл бұрын
i'm so frustrated that i don't know *hope i can learn to code math formulas in future* if anyone got some guidance please give
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Hey there Jonas, What do you mean? Is there a math formula in particular you are struggling with?
@Lorenzo8690
@Lorenzo8690 Жыл бұрын
thank you very much for the tutorials and code! But I don't quite understand why both AdaGrad and AdaDelta perform poorly for these examples?
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Hey there, Glad it was useful! The example use a very very basic formula with which AdaGrad/Delta are way too overkill for. It was more to illustrate that we could code these formula and they can work in practice. To make them work well I would have had to tweak the hyperparameters some more. In a neural network though they are good optimizer!
@Lorenzo8690
@Lorenzo8690 Жыл бұрын
@@machinelearningexplained thank you very much, I used your work to create a colab file in which I animated the different algorithms exposed :)
@machinelearningexplained
@machinelearningexplained Жыл бұрын
@@Lorenzo8690 wow cool, shoot me a link I'll check it out!
@AJ-et3vf
@AJ-et3vf Жыл бұрын
Great video. Thank you
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Glad it was useful!
@rafaelarodrigues4911
@rafaelarodrigues4911 Жыл бұрын
Massa!! 👏🏽👏🏽
@machinelearningexplained
@machinelearningexplained Жыл бұрын
:)
@eruditox
@eruditox Жыл бұрын
You can't imagine how motivating you are to all those Algerian students who know you.
@machinelearningexplained
@machinelearningexplained Жыл бұрын
This is such a kind message, thanks I really appreciate this!
@keremoguz1747
@keremoguz1747 Жыл бұрын
Yeah but how do you calculate kolmogorov complexity??
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Sorry for the late reply! It’s a theoretical measure, not a practical one! You can use Lempel-Ziv which is based on the same idea (usually people use the terms interchangeably)
@kritikagarg9525
@kritikagarg9525 Жыл бұрын
Thanks for the video! Could you please tell me how to calculate the normalized value of the complexity (16:08)?
@roydmumbalanga4983
@roydmumbalanga4983 Жыл бұрын
@Yachine_mahid how could you go about this Make an Artificial Neural Network with dynamic input and binary out .. Using C++ or Java
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Hey there, yes I could try this out!
@gitasaheru2386
@gitasaheru2386 Жыл бұрын
Please build MultiLayer Perceptron algorithm from scratch with breast cancer dataset
@machinelearningexplained
@machinelearningexplained Жыл бұрын
I got a MLP video, you just need to plug your data in it!
@tubex1300
@tubex1300 Жыл бұрын
I hope there must be a book that talk about how to convert the math formula into coding
@machinelearningexplained
@machinelearningexplained Жыл бұрын
What kind of formulas you have trouble with usually? I’m not sure I can write a book on that, but I can at least write a blog post!
@tubex1300
@tubex1300 Жыл бұрын
@@machinelearningexplained many if u can write a post pls let me know the link of that post so i can catch up later on
@tubex1300
@tubex1300 Жыл бұрын
can you introduce the book of how to convert the math into coding?
@machinelearningexplained
@machinelearningexplained Жыл бұрын
Sorry, I don’t know of any books!
@bradley1995
@bradley1995 Жыл бұрын
Quite the video. You explain things quite well. Although I would like to know how to use this for other things other than the xor example. I enjoyed the background music. How would I use this to predict value changes for game item prices. I have a list of the prices and days, would I use say 60 input layers for 60 different price/day values. How many hidden layers would I need? I'm assuming the output layer would remain 1, and report 0 to 1 on how strong it believed in the future number? Thank you so much for your video. You have earned my sub!