eugeneyan / papermill-mlflowLinks
π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
β183Updated last year
Alternatives and similar repositories for papermill-mlflow
Users that are interested in papermill-mlflow are comparing it to the libraries listed below
Sorting:
- π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.β150Updated last year
- Code samples for the Effective Data Science Infrastructure bookβ115Updated 2 years ago
- π Minimal examples of machine learning tests for implementation, behaviour, and performance.β263Updated 3 years ago
- Template repository for data science lifecycle projectβ198Updated 5 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshopβ¦β142Updated last year
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"β136Updated last year
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflowβ241Updated 2 years 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
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.β209Updated 3 years ago
- Start a data science project with modern toolsβ203Updated 2 years ago
- π Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)β624Updated 2 years ago
- Example repo to kickstart integration with mlflow pipelines.β77Updated 3 years ago
- π Papers, guides, and mentor interviews on applying machine learning for ApplyingML.comβthe ghost knowledge of machine learning.β202Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases witβ¦β49Updated 3 years ago
- 100 exercises to learn Python Datatableβ270Updated 3 years ago
- π Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projectsβ82Updated 3 years ago
- β44Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOpsβ473Updated 5 months ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one commandβ72Updated 5 months ago
- Tutorials on creating a reproducible and maintainable data science projectβ149Updated 3 years ago
- Data Analysis Baseline Libraryβ133Updated last year
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).β96Updated 2 years ago
- β30Updated 2 years ago
- Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.coβ¦β180Updated 2 years ago
- Reference code base for ML Engineering, Manning Publicationsβ131Updated 4 years ago
- An end-to-end project on customer segmentationβ83Updated 2 years ago
- A repository that showcases how you can use ZenML with Gitβ71Updated 3 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packtβ162Updated this week
- End to end MLRun demosβ93Updated last week