Alternatives and similar repositories for unionml:

Users that are interested in unionml are comparing it to the libraries listed below

• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆254Updated 5 months ago
• iterative / mlem
  🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
  ☆718Updated last year
• aporia-ai / mlops.toys
  🎲 A curated list of MLOps projects, tools and resources
  ☆186Updated 10 months ago
• operatorai / modelstore
  🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…
  ☆385Updated last month
• bodywork-ml / bodywork-core
  ML pipeline orchestration and model deployments on Kubernetes.
  ☆436Updated last year
• iterative / terraform-provider-iterative
  ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes
  ☆293Updated 2 months ago
• skops-dev / skops
  skops is a Python library helping you share your scikit-learn based models and put them in production
  ☆467Updated this week
• loglabs / mltrace
  Coarse-grained lineage and tracing for machine learning pipelines.
  ☆467Updated 2 years ago
• SeldonIO / tempo
  MLOps Python Library
  ☆117Updated 2 years ago
• SeldonIO / MLServer
  An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
  ☆768Updated last week
• bentoml / bentoctl
  Fast model deployment on any cloud 🚀
  ☆175Updated last year
• datarevenue-berlin / OpenMLOps
  ☆703Updated 2 years ago
• aporia-ai / inferencedb
  🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)
  ☆79Updated 2 years ago
• davidmirror-ops / flyte-the-hard-way
  Prepare requirements and deploy Flyte using Helm
  ☆64Updated this week
• LineaLabs / lineapy
  Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two line…
  ☆666Updated 2 weeks ago
• thoughtworks / mlops-platforms
  Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
  ☆390Updated 2 years ago
• Cornerstone-OnDemand / modelkit
  Toolkit for developing and maintaining ML models
  ☆155Updated 9 months ago
• fuzzylabs / awesome-open-mlops
  The Fuzzy Labs guide to the universe of open source MLOps
  ☆458Updated 7 months ago
• Galileo-Galilei / kedro-mlflow
  A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
  ☆209Updated 2 weeks ago
• flyteorg / flytesnacks
  Flyte Documentation 📖
  ☆80Updated this week
• jacopotagliabue / post-modern-stack
  Joining the modern data stack with the modern ML stack
  ☆195Updated last year
• bentoml / gallery
  BentoML Example Projects 🎨
  ☆138Updated 2 months ago
• iterative / gto
  🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.
  ☆146Updated this week
• gradsflow / gradsflow-automl
  An open-source AutoML Library based on PyTorch
  ☆306Updated 2 months ago
• fugue-project / tutorials
  Tutorials for Fugue - A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask withou…
  ☆113Updated 11 months ago
• iterative / dvclive
  📈 Log and track ML metrics, parameters, models with Git and/or DVC
  ☆170Updated last week
• flyteorg / flytekit
  Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.
  ☆263Updated this week
• jacopotagliabue / you-dont-need-a-bigger-boat
  An end-to-end implementation of intent prediction with Metaflow and other cool tools
  ☆856Updated last year
• kubeflow-kale / kale
  Kubeflow’s superfood for Data Scientists
  ☆630Updated 2 years ago
• ibis-project / ibis-ml
  IbisML is a library for building scalable ML pipelines using Ibis.
  ☆102Updated 2 months ago