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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: 25 days 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 (about 3 years ago)
Default Branch: master
Last Pushed: 2024-04-20T10:03:38.000Z (10 months ago)
Last Synced: 2024-04-20T11:27:02.630Z (10 months ago)
Topics: deep-learning, free-energy-principle, generative-model, predictive-coding, predictive-processing, variational-inference
Language: Python
Homepage:
Size: 40.4 MB
Stars: 6
Watchers: 6
Forks: 2
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.