MLSys and MLOps Community's repositories
Active-Learning-as-a-Service
A scalable & efficient active learning/data selection system for everyone.
MIGProfiler
Multi-Instance-GPU profiling tool
Ray-CL-Demo
A demo to show how to use ray tune as a trainer to provide ray serve with the continual learning power
Awesome-GPU
Awesome resources for GPUs
awesome-ml-testing
Awesome material(papers, tools, etc.) about testing machine learning system, including deep learning system.
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
deepchecks
Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.
MLOpsTemplate
Providing tools and templates to facilitate modern MLOps practices
mlsysops.github.io
Share some useful notes and references about AI engineering
postgresml
PostgresML is an end-to-end machine learning system. It enables you to train models and make online predictions using only SQL, without your data ever leaving your favorite database.
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
mlsysops.github.io.archive
Web application for AI engineering