Mark Douthwaite's repositories
minimal-flask-api
A template for 'production ready' Flask APIs with Flask & Gunicorn. Includes template test and error-handling files.
streamlit-project
This repository provides a simple deployment-ready project layout for a Streamlit app. Simply swap out the code in `app.py` for your own and hit deploy!
serverless-scikit-learn-demo
A repository providing demo code for deploying a lightweight Scikit-Learn based ML pipeline modelling heart disease data as a Google Cloud Function.
sklearn-flask-api-demo
This repository provides example code for deploying a Scikit-Learn model as a containerised Flask app with Gunicorn. It includes example pytest & locust testing files.
demography
Quickly load demographic data based on UK post codes to enrich your dataset. Based on data made available by the UK's Office for National Statistics (ONS).
apogee-server
Probabilistic Graphical Models on Kubernetes
github-analytics-agent
A simple GitHub analytics agent
google-cloud-run-python-job
A template repository for a simple 'production ready' Google Cloud Run Job running Python 3.9+
google-cloud-run-python-service
A template repository for a simple 'production ready' Google Cloud Run Service running Python 3.9+
lingo-demo
A demo project showing how to effectively deploy Scikit-Learn Linear Models in Go into Google Cloud Run.
llm-explorations
A repository containing interactive examples of different LLM use-cases.
python-package-template
A template for Python packages. It does what it says on the tin.
scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
simple-python-package
This repo provides a template for a simple, modern Python package.