Alternatives and similar repositories for mlops-template:

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

• 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
• kaislar / ds_template
  ☆38Updated 2 years ago
• mlflow / recipes-regression-template
  Template repo for kickstarting recipes for regression use case
  ☆54Updated 2 months ago
• iterative / magnetic-tiles-defect
  Demo Computer Vision Project
  ☆60Updated 2 years ago
• khuyentran1401 / cicd-mlops-demo
  Demo for CI/CD in a machine learning project
  ☆103Updated last year
• marvelousmlops / mlops_maturity_assessment
  MLOps maturity assessment
  ☆60Updated last year
• shanakaChathu / churn_model
  ☆22Updated 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…
  ☆76Updated last year
• amesar / mlflow-examples
  Basic and advanced MLflow examples for many ML flavors
  ☆218Updated 7 months ago
• GokuMohandas / testing-ml
  Learn how to create reliable ML systems by testing code, data and models.
  ☆86Updated 2 years ago
• khuyentran1401 / employee-future-prediction
  Demo for Using GitHub Actions in MLOps
  ☆40Updated 2 years ago
• 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.
  ☆208Updated 2 years ago
• fletchjeff / airflow_xray_classifier
  ☆28Updated last year
• mymlops / airflow-mlflow
  MLOps stack example using Airflow, MLflow and other popular tools.
  ☆44Updated 2 years ago
• 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 …
  ☆37Updated 2 years ago
• khuyentran1401 / prefect-mlops-recipes
  Tutorials/use cases of using Prefect in an ML project.
  ☆41Updated last year
• dpleus / mlops
  A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit
  ☆80Updated 2 years ago
• AutoViML / pandas_dq
  Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.
  ☆129Updated last year
• zenml-io / zenml-gitflow
  A repository that showcases how you can use ZenML with Git
  ☆69Updated 7 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…
  ☆72Updated 9 months ago
• khuyentran1401 / prefect-dvc
  ☆23Updated 2 years ago
• JakobLS / mlops-credit-risk
  MLOps for deploying a Credit Risk model
  ☆28Updated last year
• kuutsav / mlops
  Template for data pipelines, ML workflows, API dev and monitoring
  ☆45Updated last year
• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆254Updated 4 months ago
• npogeant / flight-delay
  A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.
  ☆26Updated 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…
  ☆43Updated 6 months ago
• khuyentran1401 / reproducible-data-science
  Tutorials on creating a reproducible and maintainable data science project
  ☆143Updated 2 years ago
• khuyentran1401 / Machine-learning-pipeline
  Example machine learning pipeline with MLflow and Hydra
  ☆88Updated last year
• iterative / example-get-started-experiments
  Get started DVC project
  ☆48Updated 7 months ago
• jeremyarancio / reservation_cancellation_prediction
  Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow
  ☆61Updated last year