PiePra / Realtime-MLOpsLinks
A framework of open-source technologies to design real-time machine learning systems
☆30Updated 2 years ago
Alternatives and similar repositories for Realtime-MLOps
Users that are interested in Realtime-MLOps are comparing it to the libraries listed below
Sorting:
- A repository that showcases how you can use ZenML with Git☆74Updated 3 weeks ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆256Updated last year
- Template repo for kickstarting recipes for regression use case☆55Updated last year
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆92Updated last year
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 4 years ago
- Joining the modern data stack with the modern ML stack☆201Updated 2 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 3 years ago
- End to End example integrating MLFlow and Seldon Core☆51Updated 5 years ago
- Metafeature Extraction for Unstructured Data☆103Updated 10 months ago
- A simple guide to MLOps through ZenML and its various integrations.☆188Updated 2 years ago
- MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering☆42Updated last year
- real-time data + ML pipeline☆53Updated this week
- Dataset registry DVC project☆85Updated last year
- The repository that contains all source code for the ZenML UI.☆58Updated this week
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆215Updated 2 months ago
- UnionML: the easiest way to build and deploy machine learning microservices☆336Updated 2 years ago
- 💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML☆141Updated 11 months ago
- MLOps maturity assessment☆62Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆476Updated 8 months ago
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆349Updated 2 months ago
- aim-mlflow integration☆237Updated 2 years ago
- End to end MLRun demos☆93Updated this week
- Public blueprints for data use cases☆85Updated 4 months ago
- ☆90Updated 2 years ago
- Hassle-free ML Pipelines on Kubernetes☆39Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆91Updated 3 years ago
- A repository for all ZenML projects that are specific production use-cases.☆303Updated 2 months ago
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆98Updated 2 years ago
- O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs☆83Updated this week