the best one among the others

hey great tutorial, I am wondering what is your opinion on using C# for neural networks, most of books and tutorial use python did you use c# because that is the language your most familiar with ? or are there any performance benefits ?

Very helpful man... very helpful 🎉 Instant sub

Can u share the project details

Hey you aciive on KZbin still

is this work for ios?

Can you do a tutorial for a bibetes like game using your genetic algorithm? Where creatures spawn and evolve and reproduce. and the best creatures are selected to spawn again. Could you please do a tutorial for this?

hi could you do a tutorial to build this project?

Finally... A neural network tutorial that isn't involving python and numpy. Literally 50% of the struggle of making neural network is elevated if using numpy.. And that's cheating. Not to mention how python is formed making it hard to understand since you don't really know what's the variable they use

Thank you! More than 6 years past and this video continue to be one of my most preferred videos about Neural Network, you and Sebastian Lague help me a lot with this things in C#. I already know in python but making things in C# is… Different.

"I'm not sure why my [function] wasn't working, I just removed it for now" - the C# Unity mantra

Why do Americans pronounce "important" as "import-tant"?. It seems like they want to sound intelligent, but come off as stupid. I would say stupid American, but that would be redundant.

Neat

Can you please tutorial on how to use the network because i do not understand

This video helped me so much! Thank you for your videos!

i watched like 20 videos and everyones like "backpropogate" recurrent loop feed it forward, its like no shit, but none of them gave any examples or explained it, this was fantastic

I wish I watched this video years ago. You've demystified so much for me. Thanks so much for making it.

Exciting stuff. What I want to see some day is a system optimised for evolutionary performance; minimising any computation that isn't processing interesting interactions or the selection thereof (simpler world, less aimless wandering around by creatures, more interesting interactions, and not those that have been seen before in these sorts of projects), making sure the things that evolve can be understood by humans (NNs make this difficult. perhaps somehow filter out neural pathways that aren't used much / don't contribute much to success, and allow for efficient user inspection of behaviour. More powerfully, perhaps have another NN try to understand stuff going on (predict the future state of stuff in the world?), and when it starts learning new things, you know there is more interesting behaviour for it to use as a pattern to predict stuff) and managing organisms in a smarter way to not waste evolved stuff (having a gene/creature bank, having users of the program (if it's not just you) share cool stuff they've seen). Happy new year by the way!

Wow! That was an awesome video! Thanks

i have an error with unreachable code detected how can I solve it in the tester file

Implementing individual neurons is very inefficient...

Thanks . 5 years later and you helped me

Thank you so much for this video, I FINALLY understand back propagation. I'm not a math guy, just a programmer and trying to learn this has always ended in a whole lot of math talk that flies way over my head. Thanks for breaking this down so simply... Wish I found this video a couple years ago.

You explanination of things is really good now i understand it way better than before.

I know it's five years past this video's posting, but I derived a ton of utility from this. Connecting the concept of evolutionary neural networks to actual code is great and this walk-through has been incredibly useful in my mini-elementary life simulator. Every question I had was answered in your video, so I just wanted to say thanks and very well-done explanation. I can tell you put a lot of work into these videos, but the complexity of this topic makes it hard for you to get the recognition you deserve. Awesome job and thanks for the content!

Hi there! First of all I want to thank you by your video, its been very helpful. I'm starting learning neural networks and what I don't understand, and may be my question may not make sense is: Why you're not taking care of the BIAS vaule in your code? Thank you very much

says i need access :/

I want to build a neural network to build foot prints for part decals in pads layout using C#. Any suggestions? the idea is it would take a pdf of a part I need to make and generate the pins, the distances between all the pins and the size of the parts body near instantaneously. I know virtually nothing about making a neural network but I am pretty well-versed on the subject. My background is that I am a recent college graduate with a engineering major and computer science major. I know C# (highly experienced), java(highly experienced), python (rudimentary to practically none), C (fairly to very familiar with) and a hand full of other unhelpful languages. I have looked into things like Marl/O and a few other similar projects, but haven't been able to really sink my teeth into the subject.

Shisharp?

Its awesome that 5 years is a long time

Thank you.

can you please share me the circuit diagram and code

Neat.

the link won't work

The project is private on google drive. Is anyone else having this issue?

is there a download link?

Cannot access project: access request sent.

Can I get access to the folder

really good video, i hope it can make me learn something new! Btw you scared me when you said to write more comments

can u please tell me the project set up I'm a complete noob!

This is amazing!! You really know your stuff!! Thank you for explaining this in such a straightforward way.

You are awesome, and your video is awesome. Can I ask you to work on a project?

I would be more helpfull if you linked it to a unity project i don't know how to inplement it.

Hey, the download seems to be down, or private either way, would it be possible to reupload it? as im still slightly confused on how to feed inputs and outputs through the Nural Network

Thanks for the tutorial😀

Did you implement NEAT from scratch? If not, how did you incorporate/connect it to Unity?

what are the weights?

This is so cool! I'm just getting into machine learning now with tensorflow so I love seeing cool ways to use it :).

Thank you so much.. you explained it similar as Programming Functions, that made it so easy to understand. In others videos I see like they try to explain the whole process in "one line of code". That is not pedagogic!! Not every programmer knows math. Again, thank you so much for taking the time. You don't know how much you helped, not just me. :)

I know this video was released more than 4 years ago, but it was great! I just have one problem. Wrote the same script for testing the network as you did, the outputted value didn't change at all when I sent the value 0 into the back-propagation function. I don't quite understand why it doesn't work, so if you or anyone else for that matter happens to see this and knows a solution that would help out a lot!