Predictive Coding JAX-based library
☆93Feb 24, 2026Updated last month
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:
- ☆12Aug 26, 2025Updated 7 months ago
- ☆13Jul 9, 2024Updated last year
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆22Feb 19, 2024Updated 2 years ago
- nanoGPT using Equinox☆15Mar 3, 2023Updated 3 years ago
- A repository collating interesting and/or influential predictive coding papers☆102Aug 1, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Predictive coding in Python☆69Mar 30, 2024Updated last year
- Bayesian model reduction for probabilistic machine learning☆11Jul 3, 2025Updated 8 months ago
- NGC-Learn: Computational Neuroscience Simulation and NeuroAI Design in Python☆178Updated this week
- ☆55Mar 13, 2026Updated last week
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆30Aug 13, 2024Updated last year
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆29Dec 20, 2019Updated 6 years ago
- Code to simulate energy-based analog systems and equilibrium propagation☆32Apr 6, 2025Updated 11 months ago
- Deep active inference agents using Monte-Carlo methods☆100Jun 14, 2025Updated 9 months ago
- On efficient computation in active inference☆17May 31, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A colab-style tutorial for how to build Hopfield Networks (classic and modern) and train them to memorise patterns and flags☆15Jul 12, 2025Updated 8 months ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆170Nov 23, 2020Updated 5 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆33Oct 18, 2019Updated 6 years ago
- Official Implementation of Energy Transformer in PyTorch for Mask Image Reconstruction☆32Mar 10, 2024Updated 2 years ago
- ☆15Jul 12, 2022Updated 3 years ago
- Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.☆13Jul 19, 2024Updated last year
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆57Mar 5, 2024Updated 2 years ago
- A generic interface for linear algebra backends☆78Mar 13, 2026Updated 2 weeks ago
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆153Jan 12, 2024Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The Julia implementation of the generalised hierarchical Gaussian filter☆37Nov 24, 2025Updated 4 months ago
- Models and simulations for state space composition☆28Dec 4, 2024Updated last year
- Official Implementation for the paper "SR-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"☆64Sep 6, 2025Updated 6 months ago
- Official repository for the paper "Automating Continual Learning"☆18Jun 11, 2025Updated 9 months ago
- ☆42Aug 24, 2022Updated 3 years ago
- Python implementation of Predictive Coding Networks and Predictive Coding Graphs, using PyTorch.☆19Mar 13, 2026Updated 2 weeks ago
- Differentiable Principal Component Analysis (PCA) implementation in JAX☆35Apr 19, 2025Updated 11 months ago
- ☆57Mar 29, 2024Updated last year
- A generative model of compositionality in symmetric monoidal (Kleisli) categories☆12Oct 4, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Repository for Nipraxis course textbook☆17Sep 17, 2023Updated 2 years ago
- High-performance reactive message-passing based Bayesian inference engine☆116Updated this week
- General framework for Bayesian inversion of continuous hierarchical models☆10Sep 20, 2021Updated 4 years ago
- PyTorch code for our CoLLAs-2022 paper "Online Continual Learning for Embedded Devices"☆13Aug 4, 2022Updated 3 years ago
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆27Jul 11, 2019Updated 6 years ago
- Trained encoding models to generate in silico neural responses for arbitrary stimuli.☆38Updated this week
- Official PyTorch implementation of NeuralSVD (ICML 2024)☆22Sep 14, 2024Updated last year