iterative / example-get-startedLinks
Get started DVC project (NLP, random forest)
☆183Updated last year
Alternatives and similar repositories for example-get-started
Users that are interested in example-get-started are comparing it to the libraries listed below
Sorting:
- A Collection of GitHub Actions That Facilitate MLOps☆208Updated 2 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
- Examples of data science projects created with Kedro.☆172Updated 2 years ago
- Basic and advanced MLflow examples for many ML flavors☆230Updated last year
- ☆182Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆182Updated last year
- Dataset registry DVC project☆77Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆264Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 9 months ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆148Updated last year
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- ☆44Updated 2 years ago
- DagsHub client libraries☆99Updated last week
- An open-source AutoML Library based on PyTorch☆306Updated 3 weeks ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆495Updated last week
- The Fuzzy Labs guide to the universe of open source MLOps☆471Updated 2 months ago
- A repository that showcases how you can use ZenML with Git☆69Updated 2 months ago
- Example machine learning pipeline with MLflow and Hydra☆91Updated 2 years ago
- Machine learning experiment tracking and data versioning with DVC extension for VS Code☆208Updated this week
- BentoML Example Projects 🎨☆137Updated 7 months ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆213Updated 9 months ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆720Updated last year
- Deploy MLflow with HTTP basic authentication using Docker☆104Updated last month
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated last year
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆220Updated last week
- Tutorials on creating a reproducible and maintainable data science project☆146Updated 3 years ago
- Streamline scikit-learn model comparison.☆144Updated 2 years ago
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆179Updated last week
- It's all in the name☆80Updated 2 years ago