eugeneyan / python-collab-templateLinks
π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.
β151Updated last year
Alternatives and similar repositories for python-collab-template
Users that are interested in python-collab-template are comparing it to the libraries listed below
Sorting:
- π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.β184Updated last year
- π Minimal examples of machine learning tests for implementation, behaviour, and performance.β265Updated 3 years ago
- Code samples for the Effective Data Science Infrastructure bookβ116Updated 2 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).β97Updated 3 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.β210Updated 4 years ago
- π Papers, guides, and mentor interviews on applying machine learning for ApplyingML.comβthe ghost knowledge of machine learning.β203Updated last year
- π Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projectsβ82Updated 3 years ago
- Template repository for data science lifecycle projectβ200Updated 5 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflowβ241Updated 2 years ago
- An end-to-end project on customer segmentationβ83Updated 3 years ago
- Learn how to create reliable ML systems by testing code, data and models.β91Updated 3 years ago
- β44Updated 3 years ago
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.β121Updated last year
- Example machine learning pipeline with MLflow and Hydraβ95Updated 2 years ago
- A repository that showcases how you can use ZenML with Gitβ73Updated 5 months ago
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three β¦β241Updated 5 years ago
- Joining the modern data stack with the modern ML stackβ201Updated 2 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"β135Updated last year
- Building a fake news detector from initial ideation to model deploymentβ164Updated last week
- 100 exercises to learn Python Datatableβ270Updated 4 years ago
- β66Updated 8 months ago
- π Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)β639Updated 2 years ago
- The purpose of the catalog is to help data science teams to collect all the requirements to consider while building a ML model and producβ¦β134Updated 5 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packtβ163Updated 3 weeks ago
- Start a data science project with modern toolsβ203Updated 2 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.β37Updated 4 years ago
- β Priceloop Engineering Conventions for Scala, Python, Git Workflow etcβ100Updated 3 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases witβ¦β49Updated 4 years ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applicationsβ104Updated 2 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshopβ¦β142Updated last year