machine-learning-engineering topic
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, an...
MLOps-Specialization-Notes
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
MLZoomcamp2022
My repo for the Machine Learning Engineering bootcamp 2022 by DataTalks.Club
Hackers-Guide-to-Deep-Learning
Tutorials on how to engineer Machine Learning projects using Deep Neural Networks with PyTorch and Python
ml-engineering
Machine Learning Engineering Open Book
xvc
A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines in Rust (🦀)
frouros
Frouros: an open-source Python library for drift detection in machine learning systems.
prAIce
A framework for forecasting stock prices with emphasis on Machine Learning best practices.
llm-twin-course
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 11 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴