Growing neural cellular automata in PyTorch скачать в хорошем качестве

Growing neural cellular automata in PyTorch

In this video, I implement the Growing Neural Cellular Automata article. It is a biologically inspired deep learning pipeline that generates update rules that are applied to a grid of pixels. It uses heavily the convolution operation together with multiple other techniques - alive masking and stochastic update. Implementation from the video: https://github.com/jankrepl/mildlyove... Original article: https://distill.pub/2020/growing-ca Youtube tutorial by the author:    • Neural CA from scratch   Existing PyTorch implementation: https://github.com/chenmingxiang110/G... 00:00 Intro + resources 01:10 Motivation and setup: Game of life 04:12 Learning rules using convolutions 06:04 Article: proposed pipeline 08:35 Model: constructor 11:35 1x1 convolution explained 13:29 Model: constructor continued 14:29 Model: helper methods 17:22 Model: forward pass 18:43 Training script 24:52 Launch training 25:20 Results 25:44 What was not covered 26:01 Outro If you have any video suggestions or you just wanna chat feel free to join the discord server:   / discord   Twitter:   / moverfitted   Credits logo animation Title: Conjungation · Author: Uncle Milk · Source:   / unclemilk   · License: https://creativecommons.org/licenses/... · Download (9MB): https://auboutdufil.com/?id=600