unionai-oss / unionmlLinks
UnionML: the easiest way to build and deploy machine learning microservices
☆336Updated 2 years ago
Alternatives and similar repositories for unionml
Users that are interested in unionml are comparing it to the libraries listed below
Sorting:
- 🏬 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 9 months ago
- 🎲 A curated list of MLOps projects, tools and resources☆185Updated last year
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆719Updated 2 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆433Updated 2 years ago
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆293Updated 11 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated last year
- 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☆392Updated last year
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆80Updated 3 years ago
- Fast model deployment on any cloud 🚀☆175Updated last year
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆394Updated 3 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆468Updated 3 years ago
- Joining the modern data stack with the modern ML stack☆201Updated 2 years ago
- Toolkit for developing and maintaining ML models☆154Updated last year
- Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two line…☆668Updated 8 months ago
- MLOps Python Library☆120Updated 3 years ago
- ☆703Updated 3 years ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆444Updated 4 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆472Updated 5 months ago
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆507Updated 2 months ago
- Concept drift monitoring for HA model servers.☆101Updated 2 years ago
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆228Updated this week
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆153Updated 3 weeks 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
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆56Updated 4 months ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆214Updated last week
- skops is a Python library helping you share your scikit-learn based models and put them in production☆500Updated 2 weeks ago
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more☆854Updated 3 weeks ago
- Tutorials for Fugue - A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask withou…☆114Updated last week
- Write python locally, execute SQL in your data warehouse☆269Updated 3 years ago