Timo Flesch's repositories
2D-Shape-Generator
A simple generator for parametrically varied 2d shape stimuli
NeuralTangentKernel
A Python implementation of the Neural Tangent Kernel (jacot et al, 2018)
2D-Tree-Generator
python script to generate fairly naturalistic tree images
elastic-weight-consolidation
Tensorflow 1.x implementation of EWC, evaluated on permuted MNIST
procedural_planets
a Unity script for procedurally generated 3D planets
pygame_rdk
a random dot kinematogram (RDK) implemented with PyGame
Autoencoders
Autoencoders (Standard, Convolutional, Variational), implemented in tensorflow
iiccsss_intro2nnets
teaching material for my 2h graduate-level crash course on artificial neural networks
fmri_utils
tools for univariate and multivariate analyses of fMRI data
GaussianProcess
Gaussian Process regression in Numpy from scratch
intro2python
A brief intro to python, designed for 2nd year students in Experimental Psychology
lstm_randomdots_dmc
Training an LSTM on pixel inputs from a Delayed Match to Category (DMC) task
agentic-llms
A Python library that enables quantized LLMs to use tools.
JS-Arenatask
A template for a dissimilarity rating task, written in JavaScript
CSML_notes
UCL MSc Computational Statistics and Machine Learning Revision Notes
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
pygame_spaceship
familiarising myself with PyGame
TimoFlow-Neuralnets
Neural networks, implemented from scratch in Python with Numpy
topic-model-tutorial
Tutorial on topic models in Python with scikit-learn