[P] JustANeuron - Understand Backpropagation Through an Interactive Visualization of a Single Neuron

xjustwaitxB to Machine Learning@academy.gardenEnglish · 1 year ago

I recently saw Karpathy’s video on backpropagation, and at some point around the 40-minute mark he shows how to visualize backpropagation flowing through the computational graph of a single neuron, which I felt really made me understand automatic backpropagation intuitively for the first time. But I felt that I had to mess around with it for it to really sink in. So me and a friend quickly made an interactive, online version of the visualization, please tell me what you think!

https://amitalevy.com/justaneuron/

Chat

Machine Learning@academy.garden

machinelearning@academy.garden

Create a post

You are not logged in. However you can subscribe from another Fediverse account, for example Lemmy or Mastodon. To do this, paste the following into the search field of your instance: !machinelearning@academy.garden

Community Rules:

Be nice. No offensive behavior, insults or attacks: we encourage a diverse community in which members feel safe and have a voice.
Make your post clear and comprehensive: posts that lack insight or effort will be removed. (ex: questions which are easily googled)
Beginner or career related questions go elsewhere. This community is focused in discussion of research and new projects that advance the state-of-the-art.
Limit self-promotion. Comments and posts should be first and foremost about topics of interest to ML observers and practitioners. Limited self-promotion is tolerated, but the sub is not here as merely a source for free advertisement. Such posts will be removed at the discretion of the mods.

Visibility: Public

This community can be federated to other instances and be posted/commented in by their users.

1 user / day
1 user / week
1 user / month
1 user / 6 months
11 local subscribers
14 subscribers
793 Posts
3.09K Comments
Modlog

mods:
communick@academy.garden