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Dimitrije Markovic's Projects

aibandits icon aibandits

Active inference implementation of dynamic multi-armed bandits

algus icon algus

A repo for various Algonouts challenges

bmr4pml icon bmr4pml

Bayesian model reduction for probabilistic machine learning

bokeh icon bokeh

Interactive Data Visualization in the browser, from Python

eqxvision icon eqxvision

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

gitignore icon gitignore

A collection of useful .gitignore templates

jax_benchmarks icon jax_benchmarks

Scirpts to benchamrk jax on different machines and operating systems

liegroups icon liegroups

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

ncpax icon ncpax

Neural Circuit Policies for Equinox and Jax

numpc icon numpc

Predictive coding networks implemented with jax/flax and numpyro

numpyro icon numpyro

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

predchange icon predchange

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

pybefit icon pybefit

Probabilistic inference for models of behaviour

sat icon sat

The space adventure task

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