Popular GitHub Repositories for Predictive Coding

EIGen: Evolutionary Illusion Generator, based on predictive coding.

Flexible Inference for Predictive Coding Networks in JAX.

Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent models.

We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning

Generalized Predictive Coding in Torch

Deep Predictive Coding Network (PredNet) implemented with Chainer

LineRWKV predictive compression of hyperspectral images

Code implementation for the paper "Relating Human Perception of Musicality to Prediction in a Predictive Coding Model"

Approximate Natural Gradient Descent with precision weighted predictive coding