mlsysops Goto Github PK
Name: MLSys and MLOps Community
Type: Organization
Bio: A Community of Awesome Machine Learning System and Operation Projects
MLSys and MLOps Community's Projects
active-learning-as-a-service
A scalable & efficient active learning/data selection system for everyone.
awesome-gpu
Awesome resources for GPUs
awesome-ml-testing
Awesome material(papers, tools, etc.) about testing machine learning system, including deep learning system.
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
dataci
A platform for tracking data-centric AI pipelines in dynamic streaming data
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.
migprofiler
Multi-Instance-GPU profiling tool
mlopstemplate
Providing tools and templates to facilitate modern MLOps practices
mlsysops.github.io
Share some useful notes and references about AI engineering
mlsysops.github.io.archive
Web application for 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.
ray-cl-demo
A demo to show how to use ray tune as a trainer to provide ray serve with the continual learning power
sagify
MLOps for AWS SageMaker
xmodaler
X-modaler is a versatile and high-performance codebase for cross-modal analytics.
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