Alternatives and similar repositories for automlops:

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

• GoogleCloudPlatform / vertex-pipelines-end-to-end-samples
  ☆241Updated 7 months ago
• GoogleCloudPlatform / mlops-with-vertex-ai
  An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI
  ☆371Updated 10 months ago
• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆254Updated 5 months ago
• teamdatatonic / vertex-pipelines-end-to-end-samples
  Use the "develop" branch
  ☆30Updated 3 months ago
• googleapis / python-bigquery-dataframes
  BigQuery DataFrames
  ☆235Updated this week
• Ark-kun / google_cloud_mlflow
  Experimental MLflow plugin for Google Cloud Vertex AI
  ☆37Updated last year
• GoogleCloudPlatform / terraform-genai-rag
  Deploys a Generative AI RAG solution
  ☆79Updated last week
• evidentlyai / ml_observability_course
  Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…
  ☆78Updated 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…
  ☆74Updated 10 months ago
• GoogleCloudPlatform / fraudfinder
  Fraudfinder: A comprehensive lab series on how to build a real-time fraud detection system on Google Cloud
  ☆217Updated 10 months ago
• astronomer / ask-astro
  An end-to-end LLM reference implementation providing a Q&A interface for Airflow and Astronomer
  ☆217Updated 3 months ago
• AI-Hypercomputer / gpu-recipes
  Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.
  ☆43Updated this week
• getindata / kedro-vertexai
  Kedro Plugin to support running workflows on GCP Vertex AI Pipelines
  ☆36Updated this week
• citadel-ai / langcheck
  Simple, Pythonic building blocks to evaluate LLM applications.
  ☆217Updated this week
• aimhubio / aimlflow
  aim-mlflow integration
  ☆205Updated last year
• GoogleCloudPlatform / Open_Data_QnA
  The Open Data QnA python library enables you to chat with your databases by leveraging LLM Agents on Google Cloud. Open Data QnA enables…
  ☆163Updated last week
• mshtelma / databricks-llm-fine-tuning
  ☆16Updated last year
• huggingface / Google-Cloud-Containers
  Hugging Face Deep Learning Containers (DLCs) for Google Cloud
  ☆142Updated last month
• googleapis / python-aiplatform
  A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.
  ☆706Updated this week
• GoogleCloudPlatform / ai-on-gke
  AI on GKE is a collection of examples, best-practices, and prebuilt solutions to help build, deploy, and scale AI Platforms on Google Kub…
  ☆292Updated this week
• google / dataflow-ml-starter
  ☆22Updated 4 months ago
• marvelousmlops / mlops_maturity_assessment
  MLOps maturity assessment
  ☆60Updated last year
• ksalama / kubeflow-examples
  Examples for Kubeflow and Kubeflow pipelines
  ☆55Updated 5 years ago
• GoogleCloudPlatform / bigquery-antipattern-recognition
  Utility to identify and rewrite common anti patterns in BigQuery SQL syntax
  ☆98Updated 4 months ago
• jacopotagliabue / post-modern-stack
  Joining the modern data stack with the modern ML stack
  ☆196Updated last year
• GoogleCloudPlatform / google-cloud-ai-demos
  ☆86Updated 2 weeks ago
• axelmagn / vertex-mlops-template
  A Template for MLOps on Google Cloud Vertex AI
  ☆13Updated 3 years ago
• Galileo-Galilei / kedro-mlflow
  A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
  ☆210Updated last week
• GoogleCloudPlatform / analytics-componentized-patterns
  ☆175Updated this week
• GoogleCloudPlatform / data-beans
  ☆87Updated 5 months ago