berenmillidge Goto Github PK

gpt4_timing_experiments

Quick experiments for testing effects of prompt length and generation size on GPT4 latency

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hamiltonian_predictive_coding

Hamiltonian MCMC implemented through predictive coding in a biologically plausible manner in the brain.

haskellexercises

A number of tutorials I'm working through to learn haskell

hierarchical-actor-critc-hac-

This repository contains the code to implement the Hierarchical Actor-Critic (HAC) algorithm.

hmc_implementation

A super simple implementation of a hamiltonian MCMC scheme for tutorial purposes.

hopfield_walkthrough

Colab notebook for my walkthrough on "Hopfield Networks are all you Need"

huangwl18.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

image-scraper

An image scraper implemented with Julia and Selenium

implementing_predictive_processing

Code to reproduce experiments described in the Implementing Predictive Processing Report

inferactively

A Python implementation of active inference for Markov Decision Processes

infinitesimal_inference_limit

Repository for code for paper: "Backpropagation at the infinitesimal inference limit of energy based models: unifying predictive coding, equilibrium propagation, and contrastive hebbian learning"

interactiveclimatemodel

Project for Hack the Burgh 19

iot2019code

iterative_svd

Attempted replication of https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.231.5583&rep=rep1&type=pdf. Currently not working

javaworkexercises

some stuff

kalmanfiltertests

Testing a simple kalman filter implementation

lagrangianvae.jl

An implementation (and partial replication) of the Lagrangian VAE paper.

latentrepresentationalignment

Basic replication of the algorithms from https://wvvw.aaai.org/ojs/index.php/AAAI/article/view/4389

latex-templates

A collection of LaTeX templates and resources. Hopefully useful to someone out there (and myself)

levyflights

Some work on whether human scanpaths are statistically Levy Flights

lineartimeinvariantactiveinference

Some experiments and implementations of active inference for linear time invariant systems. Builds heavily on work by Manuel Baltieri and Sherin Grimbergen

lispish

A simple attempt to try building my own lisp dialect while also learning C

lm_facts_across_training

Animations and plots for LW post

lw_gpt4_responderbot

Bot to automatically respond to each post on LW with a GPT4 comment

masters-dissertation

My work on autistic savantism and predictive processing from my master's dissertation

materialculture

Code for the active inference simulations in: The Acquisition of Culturally Patterned Attention Styles under Active Inference

memorizing-transformers-pytorch

Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch

mesh-transformer-jax

Model parallel transformers in JAX and Haiku

misc-maths