kelvins / awesome-mlopsLinks
A curated list of awesome MLOps tools
☆4,780Updated 3 months ago
Alternatives and similar repositories for awesome-mlops
Users that are interested in awesome-mlops are comparing it to the libraries listed below
Sorting:
- A curated list of references for MLOps☆13,373Updated 11 months ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,208Updated last year
- MLOps examples☆2,031Updated last year
- ZenML 🙏: MLOps for Reliable AI: from Classical ML to Agents. https://zenml.io.☆4,952Updated this week
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,369Updated 9 months ago
- ☆8,335Updated last year
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆6,710Updated this week
- CDF SIG MLOps☆628Updated 10 months ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆19,338Updated 3 weeks ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,040Updated 4 years ago
- Curated list of open source tooling for data-centric AI on unstructured data.☆729Updated last year
- Exercises and supplementary material for the machine learning operations course at DTU.☆731Updated this week
- A curated list of articles that cover the software engineering best practices for building machine learning applications.☆1,317Updated last year
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,140Updated 4 months ago
- Algorithms for outlier, adversarial and drift detection☆2,439Updated last week
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,600Updated this week
- System design patterns for machine learning☆2,770Updated 4 years ago
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆3,920Updated last month
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆871Updated 2 years ago
- The Open Source Feature Store for AI/ML☆6,397Updated this week
- ☆704Updated 3 years ago
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆314Updated last year
- Kickstart your MLOps initiative with a flexible, robust, and productive Python package.☆1,357Updated last week
- nannyml: post-deployment data science in python☆2,101Updated 3 months ago
- [Book-2021] Practical MLOps O'Reilly Book☆881Updated 9 months ago
- The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️☆3,605Updated 4 months ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,652Updated last week
- dstack is an open-source control plane for running development, training, and inference jobs on GPUs—across hyperscalers, neoclouds, or o…☆1,921Updated this week
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features☆674Updated last year
- Algorithms for explaining machine learning models☆2,570Updated this week