anvaka
Joined 14 years ago
Karma
1,012
Submissions
234
Member since
Jan 25
Recent submissions
Comment · 18 days ago
I asked each model a simple prompt: "Most stereotypical woman in XXX. No text.
" I didn't edit anything, just one attempt. I'd expect some variety too, but it does show some variety/biases in the model's image generation~
The source code is available here: https://github.com/anvaka/imaginary-faces
Comment · 1 year ago
I have updated the map with the latest data. This one is based on 500M stars given to repositories from GitHub's start till end of April, 2025.
Repositories are clustered based on jaccard similarity.
The mao helps you find what other related projects are available. So if you know something good - you can easily find what else is there.
Comment · 1 year ago
Thank you!
Comment · 1 year ago
oh wow. Glad you liked it!
Comment · 1 year ago
appreciate the feedback - I'll take a look
Comment · 1 year ago
haha thank you!
Comment · 1 year ago
I couldn't find a universal clustering algorithm yet: Frequently there is more than one way to group data that still makes sense, and as a result whichever final clustering option we choose - it will not be perfect.
Hm... unless maybe we do some sort of quantum clustering, which could be a fun project to explore!
It's a bit hazy now, but I remember trying hdbscan algorithm (hierarchical clustering), and on the graph of the GitHub size - I just couldn't fit it in memory.
I did end up using something similar to hierarchical clustering (mix of louvain/leiden/my own), and that's what we see in the final map.
Comment · 1 year ago
haha! I love vim.
We shall not quit.
Comment · 1 year ago
love it =)!
Comment · 1 year ago
Yes...
Aiming to redo it some time in early 2025!
Comment · 1 year ago
Jaccard similarity is not particularly good for "celebrity" projects.
They are similar because they are popular, not because there is semantic relationship.
It's the same problem I faced with the map of reddit (https://anvaka.github.io/map-of-reddit/ ) - all popular subreddits are just "similar" to each other.
Stil works great for smaller, non-celebrity projects :D
Comment · 1 year ago
Thank you for your kind words!
That link you've shared - doesn't open for some reason
https://twitter.com/anvaka https://github.com/anvaka