Alternatives and similar repositories for ml_ops:

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

• eugeneyan / python-collab-template
  🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.
  ☆145Updated 11 months ago
• xLaszlo / CQ4DS-notebook-sklearn-refactoring-exercise
  ☆30Updated 2 years ago
• getindata / kedro-kubeflow
  Kedro Plugin to support running workflows on Kubeflow Pipelines
  ☆53Updated 6 months ago
• eugeneyan / papermill-mlflow
  🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
  ☆180Updated 8 months ago
• glemaitre / pydata_berlin_2022_scikit_learn_tutorial
  Scikit-learn tutorial on model inspection given in PyConDE & PyData Berlin 2022
  ☆22Updated 2 years ago
• mlflow / mlp-regression-template
  Example repo to kickstart integration with mlflow pipelines.
  ☆76Updated 2 years ago
• drivendataorg / nbautoexport
  Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.
  ☆77Updated last year
• nlathia / kettle-cli
  🎯 kettle is a CLI tool for creating and deploying cloud functions & docker containers for machine learning
  ☆32Updated 2 years 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…
  ☆74Updated 10 months ago
• koaning / doubtlab
  Doubt your data, find bad labels.
  ☆510Updated 8 months ago
• outerbounds / dsbook
  Code samples for the Effective Data Science Infrastructure book
  ☆115Updated last year
• jacopotagliabue / post-modern-stack
  Joining the modern data stack with the modern ML stack
  ☆196Updated last year
• edublancas / ml-testing
  🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
  ☆81Updated 3 years ago
• ivylee / model-cards-and-datasheets
  A collection of machine learning model cards and datasheets.
  ☆75Updated 9 months ago
• crmne / cookiecutter-modern-datascience
  Start a data science project with modern tools
  ☆192Updated last year
• jacopotagliabue / dag-card-is-the-new-model-card
  Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.
  ☆30Updated 3 years ago
• artefactory / one-click-mlflow
  A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command
  ☆69Updated 3 weeks ago
• ing-bank / spark-matcher
  Record matching and entity resolution at scale in Spark
  ☆34Updated last year
• shreyashankar / toy-ml-pipeline
  Toy example of an applied ML pipeline for me to experiment with MLOps tools.
  ☆208Updated 3 years ago
• outerbounds / full-stack-ML-metaflow-tutorial
  It's all in the name
  ☆76Updated last year
• zenml-io / zenml-gitflow
  A repository that showcases how you can use ZenML with Git
  ☆69Updated 8 months ago
• soda-inria / survival-analysis-benchmark
  Exploratory repository to study predictive survival analysis models
  ☆34Updated last year
• kuutsav / mlops
  Template for data pipelines, ML workflows, API dev and monitoring
  ☆45Updated last year
• ahmed-mohamed-sn / olliePy
  OlliePy is a python package which can help data scientists in exploring their data and evaluating and analysing their machine learning ex…
  ☆51Updated last year
• gsingers / search_fundamentals_course
  Public repository for the Search Fundamentals course taught by Daniel Tunkelang and Grant Ingersoll. Available at https://corise.com/cour…
  ☆41Updated last year
• visenger / Awesome-ML-Model-Governance
  This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.
  ☆114Updated 11 months ago
• koaning / simsity
  Super Simple Similarities Service
  ☆146Updated 2 weeks ago
• kedro-org / kedro-plugins
  First-party plugins maintained by the Kedro team.
  ☆98Updated this week
• shreyashankar / debugging-ml-talk
  Code accompanying the "Debugging machine learning in production" talk
  ☆29Updated 3 years ago
• iterative / example-get-started
  Get started DVC project (NLP, random forest)
  ☆179Updated 10 months ago