kelvins / awesome-mlopsLinks
A curated list of awesome MLOps tools
☆4,738Updated 2 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:
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,202Updated last year
- A curated list of references for MLOps☆13,353Updated 10 months ago
- ZenML 🙏: MLOps for Reliable AI: from Classical AI to Agents. https://zenml.io.☆4,905Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆6,645Updated last week
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,366Updated 8 months ago
- MLOps examples☆2,026Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆19,186Updated last week
- CDF SIG MLOps☆628Updated 10 months ago
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆3,914Updated last month
- Curated list of open source tooling for data-centric AI on unstructured data.☆726Updated last year
- ☆8,257Updated last year
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,138Updated 4 months ago
- Exercises and supplementary material for the machine learning operations course at DTU.☆731Updated this week
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆870Updated 2 years ago
- nannyml: post-deployment data science in python☆2,099Updated 2 months ago
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,595Updated this week
- ☆704Updated 3 years ago
- 🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, buildin…☆943Updated last year
- Kickstart your MLOps initiative with a flexible, robust, and productive Python package.☆1,351Updated last week
- Public repo for DeepLearning.AI MLEP Specialization☆1,931Updated 11 months ago
- Algorithms for outlier, adversarial and drift detection☆2,429Updated last week
- System design patterns for machine learning☆2,761Updated 3 years ago
- [Book-2021] Practical MLOps O'Reilly Book☆859Updated 8 months ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,034Updated 4 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆472Updated 4 months ago
- A curated list of articles that cover the software engineering best practices for building machine learning applications.☆1,313Updated last year
- Free MLOps course from DataTalks.Club☆13,447Updated last week
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆315Updated last year
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,642Updated this week
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.☆1,945Updated 2 months ago