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
  ☆284Updated last year
• GoogleCloudPlatform / mlops-with-vertex-ai
  An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI
  ☆405Updated last year
• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆256Updated 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
• citadel-ai / langcheck
  Simple, Pythonic building blocks to evaluate LLM applications.
  ☆246Updated 2 months ago
• google / dataflow-ml-starter
  ☆24Updated 3 months ago
• marvelousmlops / mlops_maturity_assessment
  MLOps maturity assessment
  ☆61Updated 2 years ago
• googleapis / python-bigquery-dataframes
  BigQuery DataFrames (also known as BigFrames)
  ☆278Updated this week
• kedro-org / kedro-starters
  Templates for your Kedro projects.
  ☆82Updated this week
• jacopotagliabue / post-modern-stack
  Joining the modern data stack with the modern ML stack
  ☆201Updated 2 years ago
• jmeisele / ml-ops
  Get your MLOps (Level 1) platform started and going fast.
  ☆127Updated 2 years ago
• 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…
  ☆98Updated 2 years ago
• astronomer / ask-astro
  An end-to-end LLM reference implementation providing a Q&A interface for Airflow and Astronomer
  ☆278Updated 5 months ago
• mshtelma / databricks-llm-fine-tuning
  ☆17Updated 2 years ago
• 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…
  ☆216Updated last week
• getindata / kedro-vertexai
  Kedro Plugin to support running workflows on GCP Vertex AI Pipelines
  ☆37Updated 2 months ago
• googleapis / langchain-google-cloud-sql-pg-python
  ☆42Updated this week
• Ark-kun / google_cloud_mlflow
  Experimental MLflow plugin for Google Cloud Vertex AI
  ☆38Updated 7 months ago
• GoogleCloudPlatform / fraudfinder
  Fraudfinder: A comprehensive lab series on how to build a real-time fraud detection system on Google Cloud
  ☆243Updated this week
• 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.
  ☆223Updated 3 years ago
• mlflow / recipes-regression-template
  Template repo for kickstarting recipes for regression use case
  ☆55Updated last year
• googleapis / python-aiplatform
  A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.
  ☆842Updated last week
• adriangonz / mlflow-talk
  End to End example integrating MLFlow and Seldon Core
  ☆52Updated 5 years ago
• huggingface / Google-Cloud-Containers
  Hugging Face Deep Learning Containers (DLCs) for Google Cloud
  ☆162Updated last month
• aimhubio / aimlflow
  aim-mlflow integration
  ☆232Updated 2 years ago
• GoogleCloudPlatform / llm-pipeline-examples
  ☆186Updated 2 years ago
• Minyus / pipelinex
  PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more
  ☆230Updated 2 years ago
• getindata / kedro-sagemaker
  Kedro Plugin to support running pipelines on AWS SageMaker.
  ☆23Updated 10 months ago
• evidentlyai / community-examples
  Examples of using Evidently to evaluate, test and monitor ML models.
  ☆47Updated 3 weeks ago
• teamdatatonic / vertex-pipelines-end-to-end-samples
  Use the "develop" branch
  ☆34Updated last year