unionai-oss / unionmlLinks
UnionML: the easiest way to build and deploy machine learning microservices
☆335Updated last year
Alternatives and similar repositories for unionml
Users that are interested in unionml are comparing it to the libraries listed below
Sorting:
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆720Updated last year
- Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two line…☆667Updated 4 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 8 months ago
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆391Updated 5 months ago
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆295Updated 6 months ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated last year
- Flyte Documentation 📖☆82Updated 2 months ago
- ML pipeline orchestration and model deployments on Kubernetes.☆435Updated last year
- Prepare requirements and deploy Flyte using Helm☆71Updated 2 months ago
- ☆704Updated 2 years ago
- MLOps Python Library☆119Updated 3 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆469Updated 2 years ago
- Fast model deployment on any cloud 🚀☆176Updated last year
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more☆815Updated this week
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 3 years ago
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆217Updated this week
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆148Updated this week
- Low-code Python library to safely use notebooks in production: schedule workflows, generate assets, trigger webhooks, send notifications,…☆285Updated 4 months ago
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆503Updated 4 months ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆490Updated this week
- Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.☆275Updated this week
- Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc☆387Updated 11 months ago
- aim-mlflow integration☆214Updated last year
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆177Updated last week
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆865Updated 2 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆391Updated 2 years ago
- Joining the modern data stack with the modern ML stack☆196Updated 2 years ago
- DagsHub client libraries☆95Updated last week
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆210Updated 7 months ago
- The Fuzzy Labs guide to the universe of open source MLOps☆466Updated last month