berenmillidge Goto Github PK

deprecatedpredictiveprocessingframework

A predictive processing library/framework I was working on a while ago.

dfa_experiments

Some quick experiments with Feedback Alignment and Direct Feedback Alignment

differentiablelqr

Experiments with learning transition matrices for LQR by gradient descent by differentiating through them with Zygote

dissect-git-re-basin

Replicating and dissecting the git-re-basin project in one-click-replication Colabs

divisivenormalization

Experiments with Divisive Normalization of prediction errors in predictive coding as in Spratling

djangotests

The mozilla tutorial and others as I try to get to grips with django

doubleintegratoractiveinference

My reimplementation of Manuel Baltieri's active inference agent (Ch6 of his thesis)

dreamer

Dream to Control: Learning Behaviors by Latent Imagination

dynamical-activation-relaxation

Experiments with AR with dynamic weights and other relaxations to the algorithm

dynamicalpredictivecoding

Experiments with dynamical predictive coding -- i.e. no fixed predictions, continual weight updates etc.

embedding-space

evolutionary_game_theory

Some messing around with evolutionary game theory models

evolutionaryalgorithms

Some quick work trying to learn about and implement evolutionary algorithms

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

exploration-baselines

Baselines and environments for exploration and model-based reinforcement learning

eyelink_xml_parser

A quick parser for the eyelink xml files containing word stimulus information

eyelinkparser.jl

A custom parser for parsing eyelink ASC files into csv files.

eyemovements

Some infrastructure to simulate more biologically realistic visual inputs and eye movements

eyetracking-analyses

Code for various eye tracking analyses I did during my PhD. Primarily in R for LMER modelling but heavy duty computation in julia or python

eyetracking-control

Experiments with controlling computer mouse with gaze and head gestures

fep_active_inference_papers

A repository for major/influential FEP and active inference papers.

fermi

Just some misc doodles

fingerprinting_llms

Experiments with fingerprinting LLMs based on unconditioned distribution

flux.jl

Relax! Flux is the ML library that doesn't make you tensor

game-theory

Some stuff related to game theory I think is interesting

gamma-models

generative-gestalt-autoencoders

Gestalt autoencoders using a generative Variational Autoencoder Model.

generativecontrolcartpole.jl

Replication of Generative Control for Free paper... and it works!!!

gestalt-autoencoders

Some brief phd work on gestalt autoencoders which learn to predict one half of an image from the other

gps

Some fun stuff with GPs