fuzzylabs / matchaLinks
A tool to provision MLOps environments in Azure
☆34Updated 4 months ago
Alternatives and similar repositories for matcha
Users that are interested in matcha are comparing it to the libraries listed below
Sorting:
- The Fuzzy Labs guide to the universe of open source MLOps☆476Updated 7 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated last year
- Joining the modern data stack with the modern ML stack☆201Updated 2 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated last year
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆398Updated 11 months ago
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆294Updated last year
- UnionML: the easiest way to build and deploy machine learning microservices☆336Updated 2 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆90Updated last year
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆445Updated 4 years ago
- A repository that showcases how you can use ZenML with Git☆73Updated 4 months ago
- MLOps Python Library☆120Updated 3 years ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆719Updated 2 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆395Updated 3 years ago
- MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering☆42Updated last year
- TitanML Takeoff Server is an optimization, compression and deployment platform that makes state of the art machine learning models access…☆114Updated last year
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 3 years ago
- Concept drift monitoring for HA model servers.☆101Updated 2 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆56Updated 5 months ago
- Fast model deployment on any cloud 🚀☆176Updated last year
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆241Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- A simple guide to MLOps through ZenML and its various integrations.☆188Updated last year
- ☆707Updated 3 years ago
- [Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes☆181Updated 2 years ago
- Product analytics for AI Assistants☆155Updated 7 months ago
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated last year
- ML pipeline orchestration and model deployments on Kubernetes.☆434Updated 2 years ago
- Toolkit for developing and maintaining ML models☆154Updated last year
- Graphsignal Tracer for Python☆204Updated 3 months ago
- 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