Alternatives and similar repositories for Realtime-MLOps

Users that are interested in Realtime-MLOps are comparing it to the libraries listed below

• zenml-io / zenml-gitflow
  A repository that showcases how you can use ZenML with Git
  ☆72Updated 3 months ago
• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆255Updated last year
• awesome-mlops / awesome-ml-monitoring
  A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…
  ☆90Updated last year
• chassisml / chassis
  Chassis turns machine learning models into portable container images that can run just about anywhere.
  ☆86Updated last year
• zenml-io / zenbytes
  A simple guide to MLOps through ZenML and its various integrations.
  ☆188Updated last year
• anyscale / e2e-llm-workflows
  Fine-tune an LLM to perform batch inference and online serving.
  ☆113Updated 6 months ago
• mlops-guide / dvc-gitactions
  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
• evidentlyai / community-examples
  Examples of using Evidently to evaluate, test and monitor ML models.
  ☆43Updated 2 months ago
• ertis-research / kafka-ml
  Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)
  ☆198Updated 5 months ago
• jacopotagliabue / post-modern-stack
  Joining the modern data stack with the modern ML stack
  ☆201Updated 2 years ago
• sayakpaul / ml-deployment-k8s-fastapi
  This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.
  ☆221Updated 3 years ago
• mlflow / recipes-regression-template
  Template repo for kickstarting recipes for regression use case
  ☆55Updated 11 months ago
• marvelousmlops / mlops_maturity_assessment
  MLOps maturity assessment
  ☆61Updated 2 years ago
• aporia-ai / inferencedb
  🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)
  ☆80Updated 3 years ago
• data-max-hq / ab-testing-in-ml
  Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.
  ☆40Updated 10 months ago
• EthicalML / sml-security
  MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering
  ☆42Updated last year
• decodingai-magazine / articles-code
  💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML
  ☆139Updated 8 months ago
• zenml-io / zenml-projects
  A repository for all ZenML projects that are specific production use-cases.
  ☆286Updated 3 months ago
• aniketmaurya / python-project-template
  A template to kick-start your Python project ✨🚀
  ☆53Updated 4 months ago
• anyscale / ray-summit-2023-training
  ☆89Updated 2 years ago
• JINO-ROHIT / fastapi_with_celery_redis
  serving a torch model using Celery, Redis and RabbitMQ to serve users asynchronously
  ☆25Updated last year
• superwise-ai / elemeta
  Metafeature Extraction for Unstructured Data
  ☆103Updated 8 months ago
• zenml-io / zenml-dashboard
  The repository that contains all source code for the ZenML UI.
  ☆54Updated last week
• jacopotagliabue / recs-at-resonable-scale
  Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow
  ☆241Updated 2 years ago
• featurestorebook / mlfs-book
  O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs
  ☆53Updated 2 weeks ago
• aimhubio / aimlflow
  aim-mlflow integration
  ☆224Updated 2 years ago
• srivatsan88 / sector
  ☆18Updated 11 months ago
• Paulescu / local-coding-assistant
  Coding assistant you can use for free on your machine
  ☆28Updated 10 months ago
• dm4ml / gate
  Drift detection module for machine learning pipelines.
  ☆23Updated 2 years ago
• explodinggradients / notes
  Research notes and extra resources for all the work at explodinggradients.com
  ☆24Updated 8 months ago