Predictive Coding JAX-based library
☆106Mar 28, 2026Updated 3 months ago
Alternatives and similar repositories for pcx
Users that are interested in pcx are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Flexible Inference for Predictive Coding Networks in JAX.☆83Jun 26, 2026Updated last week
- Software for using predictive coding algorithms to train PyTorch models.☆29Feb 13, 2024Updated 2 years ago
- PyHGF: A neural network library for predictive coding☆143Jun 16, 2026Updated 2 weeks ago
- ☆12Aug 26, 2025Updated 10 months ago
- ☆15Jul 9, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆69Mar 13, 2026Updated 3 months ago
- NGC-Learn: Computational Neuroscience and NeuroAI in Python☆194Jun 26, 2026Updated last week
- nanoGPT using Equinox☆15Mar 3, 2023Updated 3 years ago
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆25Feb 19, 2024Updated 2 years ago
- A repository collating interesting and/or influential predictive coding papers☆107Aug 1, 2021Updated 4 years ago
- Predictive coding in Python☆70Mar 30, 2024Updated 2 years ago
- Bayesian model reduction for probabilistic machine learning☆11Jul 3, 2025Updated last year
- Experiments of the "Multi-Agent Trajectory Planning with NUV Priors" paper☆12Oct 14, 2024Updated last year
- repo for code for paper on general theory associative memory models☆22Jun 15, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code to simulate energy-based analog systems and equilibrium propagation☆33Apr 6, 2025Updated last year
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆31Dec 20, 2019Updated 6 years ago
- Deep active inference agents using Monte-Carlo methods☆101Jun 14, 2025Updated last year
- On efficient computation in active inference☆18May 31, 2024Updated 2 years ago
- A colab-style tutorial for how to build Hopfield Networks (classic and modern) and train them to memorise patterns and flags☆16Jul 12, 2025Updated 11 months ago
- Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.☆13Jul 19, 2024Updated last year
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆19Jul 28, 2020Updated 5 years ago
- Implementation and evaluation of the AXIOM architecture from the preprint "AXIOM: Learning to Play Games in Minutes with Expanding Object…☆78Jun 2, 2025Updated last year
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆162Jan 12, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆59Mar 5, 2024Updated 2 years ago
- The Julia implementation of the generalised hierarchical Gaussian filter☆38Nov 24, 2025Updated 7 months ago
- Models and simulations for state space composition☆27Dec 4, 2024Updated last year
- Official repository for the paper "Automating Continual Learning"☆20Jun 11, 2025Updated last year
- ☆43Aug 24, 2022Updated 3 years ago
- ☆27Jun 6, 2024Updated 2 years ago
- Python implementation of Predictive Coding Networks and Predictive Coding Graphs, using PyTorch.☆20Mar 13, 2026Updated 3 months ago
- Repository containing code for blockwise SSL training☆31Oct 13, 2024Updated last year
- A generative model of compositionality in symmetric monoidal (Kleisli) categories☆12Oct 4, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Repository for Nipraxis course textbook☆17Sep 17, 2023Updated 2 years ago
- Code for the simulations in the neural Kalman filtering paper☆24Jul 13, 2021Updated 4 years ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Sep 20, 2021Updated 4 years ago
- High-performance reactive message-passing based Bayesian inference engine☆117Jun 22, 2026Updated 2 weeks ago
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆28Jul 11, 2019Updated 6 years ago
- Trained encoding models to generate in silico neural responses for arbitrary stimuli.☆42Jun 25, 2026Updated last week
- Official PyTorch implementation of NeuralSVD (ICML 2024)☆25Sep 14, 2024Updated last year