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The Top 23 Data Science Mlops Open Source Projects

Open source projects categorized as Data Science Mlops
Categories > Data Processing > Data Science
Categories > Mlops
Vevestax ⭐ 24
2 Lines of code to track ML experiments + EDA + check into Github
most recent commit a year ago
Mlops Template ⭐ 24
Generic repository template for small scale MLOps
most recent commit a year ago
End To End Automl Insurance ⭐ 23
An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell
most recent commit 2 years ago
Aml Workspace ⭐ 22
GitHub Action that allows you to create or connect to your Azure Machine Learning Workspace.
most recent commit 3 years ago
Bodywork Ml Pipeline Project ⭐ 21
Deployment template for a continuous training pipeline.
most recent commit 2 years ago
Mlnet Workshop ⭐ 21
ML.NET Workshop to predict car sales prices
most recent commit 4 years ago
Mldevops ⭐ 20
ML DevOps using GitHub Actions and Azure Machine Learning
most recent commit 4 years ago
Xvc ⭐ 20
A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines in Rust (🦀)
most recent commit 4 months ago
Ml Workflow Automation ⭐ 20
Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.
most recent commit 4 years ago
Mlrepa Library ⭐ 19
ML REPA Library: MLOps and ML Engineering Solutions for Success
most recent commit 10 months ago
Cli ⭐ 19
Polyaxon Core Client & CLI to streamline MLOps
most recent commit 3 months ago
Aml Compute ⭐ 18
GitHub Action that allows you to attach, create and scale Azure Machine Learning compute resources.
most recent commit 3 years ago
Oreilly Transformers Nlp Mlops ⭐ 17
Session on MLOps
most recent commit 2 years ago
Explainit ⭐ 17
A modern, enterprise-ready business intelligence web application
most recent commit a year ago
Aml Run ⭐ 17
GitHub Action that allows you to submit a run to your Azure Machine Learning Workspace.
most recent commit 3 years ago
Smartpipeline ⭐ 16
A framework for rapid development of robust data pipelines following a simple design pattern
total releases 9most recent commit 4 months ago
Composable Logs ⭐ 16
Python library to run ML/data pipelines on stateless compute infrastructure (that may be ephemeral or serverless). Please see the documentation site with more details and demo:
most recent commit a year ago
Snapperml ⭐ 15
SnapperML is a framework for machine learning. It has many functionalities including scalability through docker instances and reproducibility.
total releases 1most recent commit 6 months ago
Awesome Ai Tutorials ⭐ 15
The best collection of AI tutorials to make you a boss of Data Science!
most recent commit 6 months ago
Metaflowbot ⭐ 13
Slack bot for monitoring your Metaflow flows!
total releases 7most recent commit 3 years ago
Aml Registermodel ⭐ 13
GitHub Action that allows you to register models to your Azure Machine Learning Workspace.
most recent commit 3 years ago
Azure Automl Mlops ⭐ 13
Get started with Automated Machine Learning (AutoML) and Machine Learning Operations (MLOps) in Azure Machine Learning
most recent commit 5 months ago
E2eml Cookiecutter ⭐ 12
A generic template for building end-to-end machine learning projects
most recent commit 3 years ago
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