Starred repositories
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System design patterns for machine learning
machine learning system examples
Source code accompanying O'Reilly book: Machine Learning Design Patterns
Open Infrastructure & Cloud Native Days Korea 2019 - Workshop
DKT Project Served by Airflow / BentoML / Docker Swarm
Must-read papers on graph neural networks (GNN)
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.
πͺ 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)
A Machine Learning System for Data Enrichment.
π Papers & tech blogs by companies sharing their work on data science & machine learning in production.
DataOps(Data Operation), MLOps(Machine Learning Operation) Contents
JanusGraph: an open-source, distributed graph database
[Zoom & Facebook Live] Weekly AI Arxiv μμ¦2
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.
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