MLOps Alternatives

Similar projects and alternatives to MLOps based on common topics and language

• fastapi

  462 70,541 9.7 Python MLOps VS fastapi

  FastAPI framework, high performance, easy to learn, fast to code, ready for production

• MLflow

  54 17,185 9.9 Python MLOps VS MLflow

  Open source platform for the machine learning lifecycle

  

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• dagster

  46 10,114 10.0 Python MLOps VS dagster

  An orchestration platform for the development, production, and observation of data assets.

  

• Kedro

  29 9,341 9.7 Python MLOps VS Kedro

  Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

  

• valmi-activation

  1 126 9.6 Python MLOps VS valmi-activation

  ⚡ valmi.io reverse ETL (data activation) is the open source ( OSS ) data activation platform to load data from warehouses into Webhooks and SaaS tools like Klaviyo, Facebook Ads, Salesforce, Braze etc. Valmi.io Customer Data Platform (CDP) helps track and ingest user activity events from websites, shopify, serverside events. https://cloud.valmi.io

  

• mnist-mlops-learning

  2 93 0.0 Python MLOps VS mnist-mlops-learning

  In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits