https://github.com/andreofner/pygpc

Generalized Predictive Coding in Torch
https://github.com/andreofner/pygpc

deep-learning free-energy-principle generative-model predictive-coding predictive-processing variational-inference

Last synced: 6 months ago
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Generalized Predictive Coding in Torch

• Host: GitHub
• URL: https://github.com/andreofner/pygpc
• Owner: andreofner
• Created: 2021-12-15T10:54:56.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2024-04-20T10:03:38.000Z (over 1 year ago)
• Last Synced: 2025-04-14T01:05:59.894Z (6 months ago)
• Topics: deep-learning, free-energy-principle, generative-model, predictive-coding, predictive-processing, variational-inference
• Language: Python
• Homepage:
• Size: 40.4 MB
• Stars: 8
• Watchers: 5
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
![Overview](https://github.com/andreofner/pyGPC/blob/master/GSSM.jpg)

Code for datasets and models accompanying [Generalized Predictive Coding: Bayesian Inference in

Static and Dynamic models](https://openreview.net/pdf?id=qaT_CByg1X5) by André Ofner, Beren Millidge and Sebastian Stober.