Alternatives and similar repositories for MLOps

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

• jeremyarancio / reservation_cancellation_prediction
  Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow
  ☆63Updated last year
• Deffro / end-to-end-ML-project
  An end-to-end ML Project
  ☆11Updated 2 years ago
• JakobLS / mlops-credit-risk
  MLOps for deploying a Credit Risk model
  ☆32Updated 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…
  ☆95Updated last year
• jomariya23156 / full-stack-on-prem-cv-mlops
  "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…
  ☆47Updated last year
• PacktPublishing / Machine-Learning-Engineering-with-MLflow
  Machine Learning Engineering with MLflow, published by Packt
  ☆117Updated last year
• 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
• erkansirin78 / flask-iris-classification
  This is a simple iris flower classification model deployment project as flask app on Docker or Kubernetes.
  ☆12Updated 3 years ago
• amesar / mlflow-examples
  Basic and advanced MLflow examples for many ML flavors
  ☆231Updated last year
• PacktPublishing / EngineeringMLOps
  Engineering MLOps, published by Packt
  ☆188Updated 2 years ago
• TripathiAshutosh / mlflow
  MLflow related work
  ☆39Updated last year
• khuyentran1401 / detect-data-drift-pipeline
  A pipeline to detect data drift and retrain the model when there is drift
  ☆24Updated 2 years ago
• RCdeWit / dtc-workshop
  Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop
  ☆35Updated last year
• trainindata / feature-engineering-for-time-series-forecasting
  Code repository for the online course "Feature Engineering for Time Series Forecasting".
  ☆189Updated last year
• kennethleungty / End-to-End-AutoML-Insurance
  An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell
  ☆78Updated 3 years ago
• KishManani / PyDataLondon2022
  Slides for "Feature engineering for time series forecasting" talk
  ☆61Updated 2 years ago
• khuyentran1401 / cicd-mlops-demo
  Demo for CI/CD in a machine learning project
  ☆112Updated 2 years ago
• anastasiia-p / airflow-ml
  Airflow Pipeline for Machine Learning
  ☆38Updated 2 years ago
• MarcosMJD / ml-mango-classification
  Machine Learning Model and Deployment for Classification of Mango Varieties
  ☆10Updated 2 years ago
• khuyentran1401 / customer_segmentation
  An end-to-end project on customer segmentation
  ☆83Updated 2 years ago
• DanilBaibak / ml-in-production
  The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.
  ☆52Updated 2 years ago
• khuyentran1401 / employee-future-prediction
  Demo for Using GitHub Actions in MLOps
  ☆40Updated 3 years ago
• jomariya23156 / sales-forecast-mlops-at-scale
  Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retrainin…
  ☆69Updated last year
• aruberts / tutorials
  Notebooks/scripts for youtube tutorials
  ☆65Updated last year
• takechanman1228 / Effective-CLV-Modeling
  ☆21Updated last year
• BenWilson2 / ML-Engineering
  Reference code base for ML Engineering, Manning Publications
  ☆132Updated 4 years ago
• Paulescu / build-and-deploy-real-time-feature-pipeline
  Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.
  ☆134Updated 2 years ago
• khuyentran1401 / Machine-learning-pipeline
  Example machine learning pipeline with MLflow and Hydra
  ☆93Updated 2 years ago
• renardeinside / e2e-mlops-demo
  E2E MLOps with Databricks
  ☆14Updated 9 months ago
• rodrigo-arenas / kafkaml-anomaly-detection
  Project for real-time anomaly detection using Kafka and python
  ☆58Updated 2 years ago