Ruan Pretorius's Projects
dotfiles for github
Advent of code for 2022
Automatically generates detailed pull request messages with LLMs based on commit history
Containerised dev environment for Azure SDK
MLOps example implementations of CI/CD pipelines in Azure
Setting up and playing with Azure OpenAI Service
The classic cart-pole control problem solved using Stable Baselines 3 and OpenAI Gym
Minimal template with the essentials for quickly setting up new python projects. Includes a simple folder structure and a conda environment for isolated dependency management.
From MLOps Community RAG course
Machine learning datasets used in tutorials on MachineLearningMastery.com
Playing with the deepface package
Template for setting up containerised development environment for VS Code using Docker
Differentially private spatial decomposition of 2D data for range queries
A Discord bot that tracks social engagement
Using conda for virtual env and poetry for package dependency management
EcrivAI's static blog site
Fully automated AI blog writer that uses LangChain and GPT type LLMs for topic selection and content generation
EcrivAI's static blog site generator
Examples showcasing how to use Highwind
Receive, interpret, and log UDP telemetry data from the F1 2019 game by Codemasters
Receive and log UDP telemetry data from the F1 2018 game
A template for creating a REST API with FastAPI
Starter code for deploying a FastAPI app on AWS ECS
Recreation of the FlappyBird game using pygame and Python
This is a simple REST API to learn how to use Flask
Reinforcement learning model for portfolio management that takes investor preferences into account
Calculate your fuel cost per km
Conway's Game of Life (zero-player cellular automaton) made with pygame in Python
Testing some Github actions
Minimal template for a Python project on Gitpod