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2d-shape-generator

A simple generator for parametrically varied 2d shape stimuli

2d-tree-generator

python script to generate fairly naturalistic tree images

agentic-llms

A Python library that enables quantized LLMs to use tools.

autoencoders

Autoencoders (Standard, Convolutional, Variational), implemented in tensorflow

csml_notes

UCL MSc Computational Statistics and Machine Learning Revision Notes

elastic-weight-consolidation

Tensorflow 1.x implementation of EWC, evaluated on permuted MNIST

flesch_etal_2018

Code and Data for Flesch et al (2018). Comparing Continual Task Learning in Minds and Machines.

flesch_nagy_etal_hebbcl

Pytorch code for project on hebbian continual learning

fmri_utils

tools for univariate and multivariate analyses of fMRI data

gaussianprocess

Gaussian Process regression in Numpy from scratch

iiccsss_intro2nnets

teaching material for my 2h graduate-level crash course on artificial neural networks

intro2python

A brief intro to python, designed for 2nd year students in Experimental Psychology

js-arenatask

A template for a dissimilarity rating task, written in JavaScript

llm-debate

lstm_randomdots_dmc

Training an LSTM on pixel inputs from a Delayed Match to Category (DMC) task

neuraltangentkernel

A Python implementation of the Neural Tangent Kernel (jacot et al, 2018)

procedural_planets

a Unity script for procedurally generated 3D planets

pygame_rdk

a random dot kinematogram (RDK) implemented with PyGame

pygame_spaceship

familiarising myself with PyGame

timoflesch

timoflow-neuralnets

Neural networks, implemented from scratch in Python with Numpy

topic-model-tutorial

Tutorial on topic models in Python with scikit-learn