Alternatives and similar repositories for mlops-template

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

• 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
• 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…
  ☆46Updated last year
• liartem / mlops-zoomcamp
  ☆15Updated 2 years ago
• dpleus / mlops
  A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit
  ☆88Updated 2 years ago
• mymlops / airflow-mlflow
  MLOps stack example using Airflow, MLflow and other popular tools.
  ☆44Updated 2 years ago
• evidentlyai / community-examples
  Examples of using Evidently to evaluate, test and monitor ML models.
  ☆38Updated 3 weeks ago
• npogeant / flight-delay
  A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.
  ☆27Updated 3 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
  ☆107Updated 3 years ago
• cmigpereira / mlops-zoomcamp-project
  Repo for my MLOps Zoomcamp project
  ☆10Updated 3 years ago
• PacktPublishing / Machine-Learning-Model-Serving-Patterns-and-Best-Practices
  Machine Learning Model Serving Patterns and Best Practices
  ☆35Updated last year
• GokuMohandas / testing-ml
  Learn how to create reliable ML systems by testing code, data and models.
  ☆89Updated 2 years ago
• IMJONEZZ / LLMs-in-Production
  The repo associated with the Manning Publication
  ☆107Updated 5 months ago
• data-max-hq / ab-testing-in-ml
  Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.
  ☆40Updated 7 months ago
• srivatsan88 / ContinousModelDeploy
  This is code depository for my upcoming session. Will update details post the session
  ☆40Updated 2 years ago
• elleobrien / automatic_testing
  ☆21Updated 2 years ago
• jeremyarancio / reservation_cancellation_prediction
  Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow
  ☆63Updated last year
• Galileo-Galilei / kedro-mlflow-tutorial
  A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …
  ☆39Updated 3 years ago
• GokuMohandas / monitoring-ml
  Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.
  ☆91Updated 2 years ago
• djliden / llmops-examples
  Example code and notebooks related to mlflow, llmops, etc.
  ☆43Updated last year
• ashishpatel26 / MLOps-Engineering-in-Action
  Reference code base for ML Engineering in Action, Manning Publications Author: Ben Wilson
  ☆20Updated last year
• NextBrain-ai / nbsynthetic
  nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets
  ☆68Updated 2 years ago
• mlflow / mlflow-example
  An example MLflow project
  ☆269Updated last year
• FranzDiebold / docker-datascience-ultimate
  Customized Jupyter Spark Docker images with everything you need
  ☆16Updated 4 months 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…
  ☆84Updated last year
• GokuMohandas / data-engineering
  Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.
  ☆225Updated 2 years ago
• iterative / magnetic-tiles-defect
  Demo Computer Vision Project
  ☆63Updated 2 years ago
• iterative / example-get-started-experiments
  Get started DVC project
  ☆60Updated last year
• ertis-research / kafka-ml
  Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)
  ☆193Updated 2 months ago
• thejat / mlops-notebooks
  ☆66Updated 4 months ago
• JINO-ROHIT / fastapi_with_celery_redis
  serving a torch model using Celery, Redis and RabbitMQ to serve users asynchronously
  ☆22Updated last year