squaredev-io / whitebox
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
☆183Updated last year
Alternatives and similar repositories for whitebox:
Users that are interested in whitebox are comparing it to the libraries listed below
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 6 months ago
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- Streamline scikit-learn model comparison.☆145Updated 2 years ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆207Updated 6 months ago
- MLflow Tracking Server with basic auth deployed in AWS App Runner.☆34Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated last year
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- ☆31Updated last year
- ☆38Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆69Updated 9 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
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆238Updated 2 years 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
- 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
- Kedro plugin to support running workflows on Microsoft Azure ML Pipelines☆36Updated this week
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆211Updated last month
- Demo for CI/CD in a machine learning project☆104Updated last year
- Example machine learning pipeline with MLflow and Hydra☆88Updated 2 years ago
- Joining the modern data stack with the modern ML stack☆195Updated last year
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆80Updated 2 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆84Updated 2 years ago
- mkdocs + material + cool stuff☆64Updated 2 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated last year
- skops is a Python library helping you share your scikit-learn based models and put them in production☆475Updated this week
- MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering☆40Updated 5 months ago
- Metadata store for Production ML☆88Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆461Updated 9 months ago
- Toolkit for developing and maintaining ML models☆154Updated 10 months ago
- DagsHub client libraries☆93Updated this week