JoseRZapata / data-science-project-template
A modern template for data science projects with all the necessary tools for experiment, development, testing, and deployment. From notebooks to production.
☆34Updated this week
Alternatives and similar repositories for data-science-project-template:
Users that are interested in data-science-project-template are comparing it to the libraries listed below
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆76Updated 4 months ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆38Updated 2 years ago
- Feature engineering package with sklearn like functionality☆54Updated 7 months ago
- A repository that showcases how you can use ZenML with Git☆69Updated 9 months ago
- Resources for some of our education content☆41Updated 2 months ago
- Workshop "From zero to MLOps: An open source stack to fight spaghetti ML"☆24Updated 9 months ago
- It's all in the name☆77Updated last year
- summarytools in jupyter notebook☆107Updated 8 months ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆75Updated 11 months 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
- Demo for CI/CD in a machine learning project☆104Updated last year
- Start a data science project with modern tools☆193Updated last year
- An efficient, to-the-point, and easy-to-use checklist to following when deploying an ML model into production.☆30Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- Toolkit to forge scikit-learn compatible estimators☆18Updated 3 weeks ago
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- A FastMCP tool to search and retrieve Polars API documentation.☆27Updated last week
- A Python Environment Template for VScode with UV☆57Updated 2 months ago
- Streamline scikit-learn model comparison.☆145Updated 2 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated last year
- A kedro plugin that streamlines the integration between Kedro projects and third-party applications, making it easier for you to develop…☆39Updated 2 months ago
- ☆23Updated 2 years ago
- Repo for Kedro Academy☆13Updated this week
- Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.☆130Updated last year
- A kedro plugin to use pandera in your kedro projects☆35Updated 6 months ago
- The binclass-tools package contains a set of Python wrappers and interactive plots that facilitate the analysis of binary classification …☆76Updated 2 years ago
- Templates for your Kedro projects.☆73Updated 3 weeks ago
- This repository will take you through creating a FastAPI StableDiffusion app (including Dockerfile) all the way to adding a new feature u…☆38Updated 2 years ago
- Find documentation and a template project for delivering Kedro training.☆27Updated 2 years ago
- 📝 Examples of how to use Neptune for different use cases and with various MLOps tools☆85Updated last week