thebuckleylab / jpcLinks
Flexible Inference for Predictive Coding Networks in JAX.
☆65Updated 3 weeks ago
Alternatives and similar repositories for jpc
Users that are interested in jpc are comparing it to the libraries listed below
Sorting:
- Predictive Coding JAX-based library☆86Updated 9 months ago
- The Official PyTorch Implementation of "Brain-like Variational Inference" (NeurIPS 2025 Paper)☆66Updated 2 months ago
- The Energy Transformer block, in JAX☆63Updated 2 years ago
- Software for using predictive coding algorithms to train PyTorch models.☆26Updated last year
- ☆12Updated 5 months ago
- On efficient computation in active inference☆17Updated last year
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆21Updated last year
- A Julia Package for Active Inference☆38Updated 2 months ago
- ☆42Updated 3 years ago
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆51Updated last year
- Bayesian model reduction for probabilistic machine learning☆11Updated 7 months ago
- Hierarchical Associative Memory User Experience☆106Updated 3 weeks ago
- Loopy belief propagation for factor graphs on discrete variables in JAX☆164Updated last year
- A generic interface for linear algebra backends☆76Updated 2 months ago
- ☆41Updated 3 years ago
- Dynamic Markov Blanket Discovery☆16Updated last year
- Tidy autoregressive inference in JAX☆15Updated 5 months ago
- Support material for MAT6115, Université de Montréal, Fall 2018☆28Updated 2 years ago
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆53Updated 2 months ago
- ☆14Updated 3 years ago
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆63Updated last year
- Predictive coding in Python☆70Updated last year
- A Python package of computer vision models for the Equinox ecosystem.☆110Updated last year
- ☆74Updated 3 years ago
- JAX Arrays for human consumption☆111Updated 3 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆42Updated 3 weeks ago
- Bayesian inference with Python and Jax.☆34Updated 3 years ago
- repo for code for paper on general theory associative memory models☆21Updated 3 years ago
- Exponential families for JAX☆76Updated last week
- Implementation and evaluation of the AXIOM architecture from the preprint "AXIOM: Learning to Play Games in Minutes with Expanding Object…☆63Updated 8 months ago