Alternatives and similar repositories for mlops

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

• GokuMohandas / feature-store
  Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.
  ☆56Updated 2 years ago
• AntonisCSt / Mlops_project_semicon
  A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data
  ☆22Updated 2 years ago
• GokuMohandas / monitoring-ml
  Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.
  ☆86Updated 2 years ago
• GokuMohandas / testing-ml
  Learn how to create reliable ML systems by testing code, data and models.
  ☆87Updated 2 years ago
• liartem / mlops-zoomcamp
  ☆14Updated 2 years ago
• iterative / magnetic-tiles-defect
  Demo Computer Vision Project
  ☆63Updated 2 years ago
• evidentlyai / community-examples
  Examples of using Evidently to evaluate, test and monitor ML models.
  ☆30Updated last week
• 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…
  ☆47Updated 3 years ago
• npogeant / flight-delay
  A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.
  ☆26Updated 2 years ago
• zademn / mnist-mlops-learning
  In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
  ☆106Updated 3 years ago
• marvelousmlops / mlops_maturity_assessment
  MLOps maturity assessment
  ☆60Updated 2 years ago
• razorcd / mlops-project
  Machine Learning Ops Project
  ☆29Updated last year
• khuyentran1401 / cicd-mlops-demo
  Demo for CI/CD in a machine learning project
  ☆106Updated last year
• trojrobert / MLOps_roadmap_and_curriculum
  Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…
  ☆183Updated 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 5 months ago
• GokuMohandas / data-engineering
  Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.
  ☆217Updated 2 years ago
• eeeds / employees-attrition-mlops
  Final Project of the MLOps Zoomcamp hosted by DataTalksClub.
  ☆26Updated 2 years ago
• Peco602 / maternal-health-risk
  Maternal Health Risk prediction MLOps pipeline
  ☆43Updated 2 years ago
• PacktPublishing / Practical-Deep-Learning-at-Scale-with-MLFlow
  Practical Deep Learning at Scale with MLFlow, published by Packt
  ☆160Updated last year
• ahmedbesbes / mlflow
  Introduction to MLflow with a demo locally and how to set it on AWS
  ☆42Updated 4 years ago
• PacktPublishing / Machine-Learning-Engineering-with-MLflow
  Machine Learning Engineering with MLflow, published by Packt
  ☆115Updated 11 months ago
• cwallaceh / sklearn_fastapi_docker
  Deployment of ML models using Python's Scikit-Learn + FastAPI + Docker
  ☆25Updated 3 years ago
• neelindresh / pymlpipe
  ☆64Updated 2 years ago
• feast-dev / feast-aws-credit-scoring-tutorial
  Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model
  ☆64Updated 3 years ago
• jmeisele / ml-ops
  Get your MLOps (Level 1) platform started and going fast.
  ☆122Updated 2 years ago
• fabioba / mlops-architecture
  This is an overview of a MLOps architecture that includes both Airflow and MLflow running on separate Docker containers.
  ☆21Updated 2 years ago
• khuyentran1401 / employee-future-prediction
  Demo for Using GitHub Actions in MLOps
  ☆40Updated 2 years ago
• 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…
  ☆78Updated last year
• vothuckhanhhuyen / machine-learning-devops-engineer-nanodegree-udacity
  ☆29Updated 2 years ago
• zenml-io / zenml-gitflow
  A repository that showcases how you can use ZenML with Git
  ☆69Updated last month