markdouthwaite

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.

xanthus

Neural recommendation models in Python, using Tensorflow 2.0 & Keras.

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.

apogee

Bayesian Networks and Probabilistic Graphical Models for Python

lingo

A package for quickly deploying Scikit-Learn Linear Models in Go.

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).

markdouthwaite.github.io

nestor

Example MicroK8s deployment setup.

apogee-server

Probabilistic Graphical Models on Kubernetes

go-micro

A microservice development framework

google-cloud-run-python-service

A template repository for a simple 'production ready' Google Cloud Run Service running Python 3.9+

great_expectations

Always know what to expect from your data.

harness-docker-compose

Repository to store docker-compose files and its dependencies

implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Kerberos

A simple multi-armed bandit for Go.

liebling

Beautiful and clean Ghost theme that is easy and comfortable to use. To get the latest version please head over the releases page and download the file liebling.zip of the latest release.

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

lingo-demo

A demo project showing how to effectively deploy Scikit-Learn Linear Models in Go into Google Cloud Run.

lnkd

A simple utility for creating linked YAML documents.

locust

Scalable user load testing tool written in Python

Lyra

A paid-members theme for Ghost

minimal-flask-app

A minimal flask application for getting started quickly.

minimal-python-project

ortho

A bare-bones JWT authentication (+ user management) service.

py-lingo

Utilities for helping you deploy Scikit-Learn models in Go (with lingo!)

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

workflow-experiments