markdouthwaite
Applied AI specialist, computer scientist, software engineer. Currently a Lead Product Manager in Machine Learning @ Peak AI.
Peak AIManchester, UK
Pinned Repositories
implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
apogee
Bayesian Networks and Probabilistic Graphical Models for Python
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).
lingo
A package for quickly deploying Scikit-Learn Linear Models in Go.
minimal-flask-api
A template for 'production ready' Flask APIs with Flask & Gunicorn. Includes template test and error-handling files.
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.
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!
xanthus
Neural recommendation models in Python, using Tensorflow 2.0 & Keras.
markdouthwaite's Repositories
markdouthwaite/minimal-flask-api
A template for 'production ready' Flask APIs with Flask & Gunicorn. Includes template test and error-handling files.
markdouthwaite/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!
markdouthwaite/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.
markdouthwaite/xanthus
Neural recommendation models in Python, using Tensorflow 2.0 & Keras.
markdouthwaite/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.
markdouthwaite/apogee
Bayesian Networks and Probabilistic Graphical Models for Python
markdouthwaite/lingo
A package for quickly deploying Scikit-Learn Linear Models in Go.
markdouthwaite/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/AgentGPT
🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
markdouthwaite/apogee-server
Probabilistic Graphical Models on Kubernetes
markdouthwaite/Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
markdouthwaite/flare
A simple framework for building LLM-powered content management systems.
markdouthwaite/google-cloud-run-python-job
A template repository for a simple 'production ready' Google Cloud Run Job running Python 3.9+
markdouthwaite/google-cloud-run-python-service
A template repository for a simple 'production ready' Google Cloud Run Service running Python 3.9+
markdouthwaite/great_expectations
Always know what to expect from your data.
markdouthwaite/implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
markdouthwaite/Kerberos
A simple multi-armed bandit for Go.
markdouthwaite/lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
markdouthwaite/lingo-demo
A demo project showing how to effectively deploy Scikit-Learn Linear Models in Go into Google Cloud Run.
markdouthwaite/llm-explorations
A repository containing interactive examples of different LLM use-cases.
markdouthwaite/lnkd
A simple utility for creating linked YAML documents.
markdouthwaite/locust
Scalable user load testing tool written in Python
markdouthwaite/Lyra
A paid-members theme for Ghost
markdouthwaite/minimal-python-project
markdouthwaite/ortho
A bare-bones JWT authentication (+ user management) service.
markdouthwaite/py-lingo
Utilities for helping you deploy Scikit-Learn models in Go (with lingo!)
markdouthwaite/python-package-template
A template for Python packages. It does what it says on the tin.
markdouthwaite/scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
markdouthwaite/simple-python-package
This repo provides a template for a simple, modern Python package.
markdouthwaite/workflow-experiments