Alternatives and similar repositories for ml_ops

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

• outerbounds / dsbook
  Code samples for the Effective Data Science Infrastructure book
  ☆115Updated 2 years ago
• ivylee / model-cards-and-datasheets
  A collection of machine learning model cards and datasheets.
  ☆80Updated last week
• iterative / vscode-dvc
  Machine learning experiment tracking and data versioning with DVC extension for VS Code
  ☆208Updated this week
• khuyentran1401 / reproducible-data-science
  Tutorials on creating a reproducible and maintainable data science project
  ☆148Updated 3 years ago
• eugeneyan / testing-ml
  🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.
  ☆263Updated 3 years ago
• eugeneyan / papermill-mlflow
  🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
  ☆183Updated last year
• 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…
  ☆49Updated 3 years ago
• mlflow / mlp-regression-template
  Example repo to kickstart integration with mlflow pipelines.
  ☆77Updated 2 years ago
• xLaszlo / CQ4DS-notebook-sklearn-refactoring-exercise
  ☆30Updated 2 years ago
• eugeneyan / python-collab-template
  🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.
  ☆149Updated last year
• aiqc / AIQC
  End-to-end deep learning on your desktop or server.
  ☆105Updated last year
• MAIF / eurybia
  ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
  ☆214Updated 11 months ago
• getindata / kedro-kubeflow
  Kedro Plugin to support running workflows on Kubeflow Pipelines
  ☆55Updated 3 months ago
• ivanlen / pipreqsnb
  pipreqs with jupyter notebook support
  ☆70Updated 2 years ago
• crmne / cookiecutter-modern-datascience
  Start a data science project with modern tools
  ☆201Updated 2 years ago
• soda-inria / survival-analysis-benchmark
  Exploratory repository to study predictive survival analysis models
  ☆37Updated 2 years ago
• tsterbak / pydataberlin-2022
  This Repository contains the material for the tutorial "Introduction to MLOps with MLflow" held at pyData/pyCon Berlin 2022.
  ☆23Updated 3 years ago
• EthicalML / sml-security
  MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering
  ☆42Updated 11 months ago
• jacopotagliabue / post-modern-stack
  Joining the modern data stack with the modern ML stack
  ☆200Updated 2 years ago
• aporia-ai / mlnotify
  🔔 No need to keep checking your training - just one import line and you'll know the second it's done.
  ☆344Updated 3 years ago
• edublancas / ml-testing
  🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
  ☆82Updated 3 years ago
• zenml-io / zenml-gitflow
  A repository that showcases how you can use ZenML with Git
  ☆70Updated 2 months ago
• poloclub / timbertrek
  Explore and compare 1K+ accurate decision trees in your browser!
  ☆168Updated last year
• amueller / aml
  Applied Machine Learning with Python
  ☆80Updated last year
• noahgift / databricks-zero-to-mlops
  ☆27Updated 3 years ago
• rxavier / poniard
  Streamline scikit-learn model comparison.
  ☆143Updated 2 years ago
• CODAIT / text-extensions-for-pandas
  Natural language processing support for Pandas dataframes.
  ☆217Updated 7 months ago
• jacopotagliabue / no-ops-machine-learning
  A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.
  ☆37Updated 4 years ago
• koaning / doubtlab
  Doubt your data, find bad labels.
  ☆514Updated last year
• iterative / example-get-started
  Get started DVC project (NLP, random forest)
  ☆184Updated last year