Тёмный

Inverting the forward pass to improve model | Let's learn - Neural networks from scratch in Go - 17 

Roman's Coding
Подписаться 848
Просмотров 2,5 тыс.
50% 1

Today I started to apply the knowledge from the previous chapters and go towards optimising the loss value. I dive into an example how one neuron can influence final loss value and how we should use that.
We study the book nnfs.io and implementing all the code with Golang instead of Python. The aim is to learn how neural networks are made inside and how it looks like to build is fully from the scratch without using frameworks like pytorch or tensorflow. We’ll have to find alternative in Go or reimplement some operations fully from the ground.
🖥️ You can support my channel, subscribe for more content or write directly to me: ko-fi.com/roman_v
📹 Main channel: bit.ly/RomanV
✉️ Contact: roman.volkov.code@gmail.com
👀 Disclaimer:
Views and opinions are my own and do not represent or reflect the opinions of my current or past employer(s).
#learncoding #softwareengineering #neuralnetwork #machinelearning #ai #golang

Опубликовано:

 

20 сен 2024

Поделиться:

Ссылка:

Скачать:

Готовим ссылку...

Добавить в:

Мой плейлист
Посмотреть позже
Комментарии : 11   
@_Roman_V_Code
@_Roman_V_Code 3 месяца назад
🖥 You can support my channel, subscribe for more content or write directly to me: ko-fi.com/roman_v 📹 Main channel: bit.ly/RomanV
@kumarprateek1279
@kumarprateek1279 3 месяца назад
Woah. Golang and deep learning
@_Roman_V_Code
@_Roman_V_Code 3 месяца назад
yeah, I've been thinking - why not :)
@_Roman_V_Code
@_Roman_V_Code 3 месяца назад
btw, maybe you will find something interesting for you on my main channel ru-vid.com/show-UCwRxT_-VdAiU8ncqIPK4pCA
@orgs804
@orgs804 3 месяца назад
which theme and font do you use in neovim?
@_Roman_V_Code
@_Roman_V_Code 3 месяца назад
Hey! For theme (it's not only in neovim, it's for Alacritty too) it's github.com/catppuccin/catppuccin In this video it uses Latte version, but then I switched to Mocha for dark mode font is the same across terminal and it's FiraMono Nerd Font Propo Basically it's a monospace nerd fixed version of FiraCode
@orgs804
@orgs804 3 месяца назад
@@_Roman_V_Code thank you! Great content by the way, love the rawness of it.
@_Roman_V_Code
@_Roman_V_Code 3 месяца назад
​@@orgs804 thanks! I have an idea why exactly I am record that in very raw way, then I want to make a video where I will explain all these things. But before I want to finish whole book in this way But if you can please take a look at my "talking" channel too www.youtube.com/@_RomanV_ The video I mentioned just before will on the main channel
@Unaimend
@Unaimend 2 месяца назад
Did not really like how the book explains this stuff. At least the math part until 22:00 was not that well explained I think
@_Roman_V_Code
@_Roman_V_Code 2 месяца назад
Yeah, as you could see in the video I had troubles with this chapter too. I think several examples gave more confusion than explanation, but I think once you pass this chapter and read next ones - information from that chapter starts to make more sense
@Unaimend
@Unaimend 2 месяца назад
@@_Roman_V_Code I really liked this one ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-VMj-3S1tku0.html&pp=iAQB. He explains the backprop. pretty well. But let's see how the next chapters will be. My rust version is still at the implementation of the loss function... 🥲
Далее
O’zim bilib ketvotudima😅
01:00
Просмотров 609 тыс.
C++ Should Be C++ - David Sankel - C++Now 2024
1:28:49
Просмотров 18 тыс.
How to Do 90% of What Plugins Do (With Just Vim)
1:14:03
Просмотров 895 тыс.
This is why Deep Learning is really weird.
2:06:38
Просмотров 387 тыс.
Let's build GPT: from scratch, in code, spelled out.
1:56:20
O’zim bilib ketvotudima😅
01:00
Просмотров 609 тыс.