skeights
·952 words·5 mins
Open-source Python serialisation library for scikit-learn that decomposes fitted estimators into JSON and safetensors.
Projects
I build things when there is a problem which annoys me, or when I want to understand how something works. When I think it might be useful to others, I try to share my learnings.
Libraries & toolboxes
HarmLAB
·84 words·1 min
MATLAB library implementing the Harmonic Balance method for numerical analysis of nonlinear dynamic systems.
Experiments & demos
Handwriting Generation
·896 words·5 mins
PyTorch VAE that learns a person’s handwriting from a few strokes and synthesises new characters in their style.
Googly Eyes
·1631 words·8 mins
Streamlit app that detects faces with RetinaFace and sticks googly eyes on them, using ONNX Runtime for fast inference.
Coffee Rating Prediction
·664 words·4 mins
XGBoost model that predicts specialty coffee ratings from roaster, origin and flavour notes, deployed on AWS Lambda.
Utilities
Wealthypy
·487 words·3 mins
Streamlit simulation tool for modelling investment portfolio growth and pension contributions using Monte Carlo simulation.
Runtipi App Store
·110 words·1 min
Custom app store repository for the Runtipi self-hosted platform to deploy Docker Compose services.
Day One Importer
·229 words·2 mins
Python script to migrate journal entries from Journey to Day One by converting their JSON export formats.