dimarkov

aibandits

Active inference implementation of dynamic multi-armed bandits

pybefit

Probabilistic inference for models of behaviour

bmr4pml

Bayesian model reduction for probabilistic machine learning

predchange

Code and data which accompany the paper "Predicting change: approximate inference under explicit representation of temporal structure in changing environments"

eqxvision

A Python package of computer vision models for the Equinox ecosystem.

active-dsprites

An interactive environment based on DSprites dataset

algus

A repo for various Algonouts challenges

bokeh

Interactive Data Visualization in the browser, from Python

dimarkov.github.io

my homepage powered by Jekyll

gitignore

A collection of useful .gitignore templates

numpc

Predictive coding networks implemented with jax/flax and numpyro

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

sat

The space adventure task

SIRCovid19

collection of various notebooks

jax_benchmarks

Scirpts to benchamrk jax on different machines and operating systems

liegroups

Code for "The Lie-Group Bayesian Learning Rule", AISTATS 2023.

naturecomm_cscg

ncpax

Neural Circuit Policies for Equinox and Jax

testing_muzero

An implementation of MuZero in JAX.