Spawek

3 ms·

1. 1.▲
   Building Dota 2 hero similarity map using neural networks(blog.spawek.com)

   7 points by Spawek 1y ago|1 comments
2. 2.▲
   by Spawek 1y ago

   I trained a simple neural network on 77k professional Dota 2 matches to learn which heroes tend to be picked together during drafts. From that, I extracted 32-dimensional hero embeddings - the model's "understanding" of each
3. 3.▲
   by Spawek 2y ago

   Author here: Elo is commonly used and most gamers understand it. It's nice to be able to show each player their Elo. I love the idea to use per-player embedding and to add a nonlinear model on top. I think it may improve the model dram
4. 4.▲
   SpawELO – small free matchmaking system for LAN parties(blog.spawek.com)

   182 points by Spawek 2y ago|47 comments