Alternatives and similar repositories for components-of-an-ml-system

Users that are interested in components-of-an-ml-system are comparing it to the libraries listed below

• noahgift / databricks-zero-to-mlops
  ☆27Updated 3 years ago
• bodywork-ml / ml-pipeline-engineering
  Best practices for engineering ML pipelines.
  ☆36Updated 3 years ago
• logicalclocks / aml_end_to_end
  AML End to End Example
  ☆55Updated 3 years ago
• outerbounds / dsbook
  Code samples for the Effective Data Science Infrastructure book
  ☆115Updated 2 years ago
• axsaucedo / seldon_experiments
  ☆16Updated 4 years ago
• canyon289 / PyTestforDataScience_PyDataLA
  Pytest for Data Science Beginners
  ☆59Updated 6 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
• xLaszlo / CQ4DS-notebook-sklearn-refactoring-exercise
  ☆30Updated 2 years ago
• eugeneyan / papermill-mlflow
  🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
  ☆183Updated last year
• srivatsan88 / AI-Value-Realization-Framework
  This repository is to host template for calculating ROI on Artificial Intelligence projects
  ☆45Updated 6 years ago
• atreadw1492 / software_engineering_for_data_scientists
  ☆12Updated 2 years ago
• trainindata / testing-and-monitoring-ml-deployments
  Example project for the course "Testing & Monitoring Machine Learning Model Deployments"
  ☆136Updated last year
• amueller / aml
  Applied Machine Learning with Python
  ☆80Updated last year
• khuyentran1401 / customer_segmentation
  An end-to-end project on customer segmentation
  ☆83Updated 2 years ago
• data-max-hq / ab-testing-in-ml
  Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.
  ☆40Updated 9 months ago
• joelcthomas / modeldrift
  Capturing model drift and handling its response - Example webinar
  ☆108Updated 6 years ago
• dkhundley / ds-quick-tips
  Data Science Quick Tips Repository!
  ☆48Updated last year
• Spratiher9 / Sparkora
  Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟
  ☆53Updated 3 years ago
• solegalli / deploying-machine-learning-models
  Example Repo for the Udemy Course "Deployment of Machine Learning Models"
  ☆20Updated 5 years ago
• datarobot-community / examples-for-data-scientists
  ☆64Updated last year
• DataTalksClub / reading-club-nlp
  Notes from our NLP reading club!
  ☆17Updated 4 years ago
• tunguz / UCI_Census_Income
  ☆17Updated 3 years ago
• jphall663 / GWU_rml
  ☆39Updated 5 months ago
• AlexIoannides / ml-workflow-automation
  Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deploym…
  ☆64Updated 2 years ago
• AlexIoannides / notes-and-demos
  Study notes and demos.
  ☆12Updated last year
• solegalli / Python-Feature-Engineering-Cookbook-First-Edition
  ☆32Updated last year
• MaartenGr / UnitTesting
  Guide for applying Unit Testing in data-driven projects
  ☆22Updated 5 years ago
• kwangyy / midterm-project
  ☆12Updated 3 years ago
• tdpetrou / integrating-pandas-with-scikit-learn
  Tutorial covering a new workflow available going from pandas to scikit-learn
  ☆40Updated 2 years ago
• npatta01 / pytorch-serving-workshop
  Slides and notebook for the workshop on serving bert models in production
  ☆25Updated 2 years ago