There are 347 repositories under mlops topic.
Learn how to design, develop, deploy and iterate on production-grade ML applications.
A high-throughput and memory-efficient inference and serving engine for LLMs
Label Studio is a multi-type data labeling and annotation tool with standardized output format
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Workflow Engine for Kubernetes
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
A curated list of references for MLOps
An orchestration platform for the development, production, and observation of data assets.
Machine Learning Engineering Open Book
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Always know what to expect from your data.
Free MLOps course from DataTalks.Club
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://fedml.ai) is your generative AI platform at scale.
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡