Function encoders in Jax

A next generation message passing engine for Bayesian inference - successor of ReactiveMP.jl

Exponential families for JAX

nanoGPT using Equinox

Flexible Inference for Predictive Coding Networks in JAX.

Predictive Coding JAX-based library

Manifolds for the natural parameters of members of the exponential family of distributions

A library to project an arbitrary function to an exponential family member distribution with the manifold optimization

Website for the book "The Elements of Differentiable Programming".

ExponentialFamily.jl is a Julia package that extends the functionality of Distributions.jl by providing a collection of exponential family distributions and customized implementations.

Bayesian model reduction for probabilistic machine learning

Vim emulation in the Julia REPL

An active inference agent based on expected free energy minimization with a nonlinear autoregressive exogenous model.

Cleaner and Formatter for BibTeX files

Learning deep neural networks using Belief Propagation

Julia package for automated Bayesian inference on a factor graph with reactive message passing

High-performance reactive message-passing based Bayesian inference engine

A modern implementation of PILCO based on GPflow.

Code to run potential based agents and generate figures for the submission to the 2020 Workshop on Active Inference

List of papers studying machine learning through the lens of category theory

Benchmarking the Spectrum of Agent Capabilities

Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization

A minimalistic plugin for sending text with tmux.

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Script I wrote to search youtube with command line easily.

Predictive coding in Python

Mastering Atari with Discrete World Models