iterative / awesome-iterative-projectsLinks
A list of projects relying on Iterative.AI tools to achieve awesomeness
☆66Updated last year
Alternatives and similar repositories for awesome-iterative-projects
Users that are interested in awesome-iterative-projects are comparing it to the libraries listed below
Sorting:
- Dvc + Streamlit = ❤️☆40Updated last year
- Accompanies the uncool MLOps workshop☆26Updated 3 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated last year
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆179Updated this week
- Machine learning experiment tracking and data versioning with DVC extension for VS Code☆208Updated this week
- Get started DVC project (NLP, random forest)☆183Updated last year
- End-to-end deep learning on your desktop or server.☆105Updated 11 months ago
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆152Updated last week
- Learn how to create reliable ML systems by testing code, data and models.☆88Updated 2 years ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆496Updated last week
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 10 months ago
- Metadata store for Production ML☆88Updated 2 years ago
- DagsHub client libraries☆99Updated 2 weeks ago
- Demo DVC project training a classification model on tabular data☆41Updated last year
- An open-source AutoML Library based on PyTorch☆306Updated last month
- Dataset registry DVC project☆80Updated last year
- A repository that showcases how you can use ZenML with Git☆69Updated 3 weeks ago
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆295Updated 8 months ago
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆85Updated 8 months ago
- UnionML: the easiest way to build and deploy machine learning microservices☆335Updated last year
- 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
- Automated Jupyter notebook testing. 📙☆41Updated last year
- Streamline scikit-learn model comparison.☆143Updated 2 years ago
- ☆17Updated last year
- [Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes☆183Updated 2 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆264Updated 2 years ago
- Toolkit for developing and maintaining ML models☆155Updated last year
- ☆30Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆471Updated 3 months ago