eugeneyan / papermill-mlflowLinks
🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
☆183Updated 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:
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆148Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆264Updated 2 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- Template repository for data science lifecycle project☆194Updated 5 years ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆70Updated last month
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆236Updated 2 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆144Updated 10 months ago
- 📌 Papers, guides, and mentor interviews on applying machine learning for ApplyingML.com—the ghost knowledge of machine learning.☆201Updated last year
- Joining the modern data stack with the modern ML stack☆197Updated 2 years ago
- ☆30Updated 2 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆136Updated last year
- Example repo to kickstart integration with mlflow pipelines.☆77Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆80Updated 3 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago
- 100 exercises to learn Python Datatable☆269Updated 3 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆209Updated 3 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 …☆240Updated 4 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated 2 years ago
- Reference code base for ML Engineering, Manning Publications☆130Updated 3 years ago
- Start a data science project with modern tools☆198Updated last year
- Examples of data science projects created with Kedro.☆172Updated 2 years ago
- Streamline scikit-learn model comparison.☆143Updated 2 years ago
- Tutorials on creating a reproducible and maintainable data science project☆146Updated 3 years ago
- An end-to-end project on customer segmentation☆82Updated 2 years ago
- Kaggle Pipeline for tabular data competitions☆207Updated last year
- Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.co…☆181Updated 2 years ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆211Updated 8 months ago
- It's all in the name☆78Updated 2 years ago
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆612Updated 2 years ago
- MLOps maturity assessment☆60Updated 2 years ago