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Tom Davies's Projects

anemone icon anemone

A Zola theme embracing minimalism, focusing on clean CSS while steering clear of resource-heavy JavaScript. Immerse yourself in a seamless user experience, powered by lightning-fast load times. ⚡

candle icon candle

Minimalist ML framework for Rust

checkbipartite icon checkbipartite

Given a graph, finds a 2-colouring if bipartite, or an odd cycle if its not

dsfe icon dsfe

Data Science for Everyone module

ffneuralnet icon ffneuralnet

Feed forward neural network and backpropogation implementation

fpdcluster icon fpdcluster

Code for the paper "Fuzzy c-Means Clustering for Persistence Diagrams"

gorilla.js icon gorilla.js

Gorilla enclosure simulator intended for Zoology students

grid2op icon grid2op

Grid2Op a testbed platform to model sequential decision making in power systems.

litgpt icon litgpt

Minimal GPT Implementation in PyTorch Lightning

osr icon osr

Optical Sketch Recognition in TensorFlow

persim icon persim

Distances and representations of persistence diagrams

persistentlaplaciandatascience icon persistentlaplaciandatascience

Code for the paper "The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data"

primeoldjoe icon primeoldjoe

Code that generates a prime number resembling Old Joe

ripser icon ripser

Ripser: efficient computation of Vietoris–Rips persistence barcodes

sam icon sam

SAM: Sharpness-Aware Minimization (PyTorch)

select7 icon select7

Select7 - a lightweight vanilla JS multi-selector

train-clip icon train-clip

A PyTorch Lightning solution to training OpenAI's CLIP from scratch.

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