<머신러닝 파워드 애플리케이션>의 코드 저장소입니다. 원서 깃허브는 https://github.com/hundredblocks/ml-powered-applications 입니다.

System design patterns for machine learning

machine learning system examples

Source code accompanying O'Reilly book: Machine Learning Design Patterns

MLOps 워크샵

Open Infrastructure & Cloud Native Days Korea 2019 - Workshop

DKT Project Served by Airflow / BentoML / Docker Swarm

Must-read papers on graph neural networks (GNN)

BentoML Example Projects 🎨

EconML/CausalML KDD 2021 Tutorial

Create beautiful, publication-quality books and documents from computational content.

A machine learning package for streaming data in Python. The other ancestor of River.

🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

Embed Observable notebooks into Streamlit apps!

Example deep learning projects that use wandb's features.

Always know what to expect from your data.

Platform for designing and evaluating Graph Neural Networks (GNN)

Today I Learned

A Machine Learning System for Data Enrichment.

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Run workflow on JupyterHub

DataOps(Data Operation), MLOps(Machine Learning Operation) Contents

JanusGraph: an open-source, distributed graph database

[Zoom & Facebook Live] Weekly AI Arxiv 시즌2

Python implementation of the Iterative Classification Algorithm

Factor graphs and loopy belief propagation implemented in Python

Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

Code and files to go along with CS329s machine learning model deployment tutorial.

컴퓨터 공학에서 다루는 전공 지식들의 요약집 📖