squaredev-io / whiteboxLinks
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
☆183Updated 2 years ago
Alternatives and similar repositories for whitebox
Users that are interested in whitebox are comparing it to the libraries listed below
Sorting:
- Streamline scikit-learn model comparison.☆143Updated 2 years ago
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- 🎲 A curated list of MLOps projects, tools and resources☆185Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 11 months ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆212Updated 10 months ago
- Joining the modern data stack with the modern ML stack☆199Updated 2 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆239Updated 2 years ago
- UnionML: the easiest way to build and deploy machine learning microservices☆336Updated last year
- 🔔 No need to keep checking your training - just one import line and you'll know the second it's done.☆344Updated 3 years ago
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆338Updated this week
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆472Updated 3 months ago
- Toolkit for developing and maintaining ML models☆154Updated last year
- Doubt your data, find bad labels.☆515Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆263Updated 2 years ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆720Updated 2 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆869Updated 2 years ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆497Updated this week
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆395Updated 7 months ago
- A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.☆230Updated 2 months ago
- Frouros: an open-source Python library for drift detection in machine learning systems.☆227Updated this week
- A repository that showcases how you can use ZenML with Git☆69Updated last month
- ML pipeline orchestration and model deployments on Kubernetes.☆434Updated 2 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 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
- DagsHub client libraries☆99Updated this week
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆294Updated 9 months ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆148Updated last year
- An open-source AutoML Library based on PyTorch☆306Updated 2 months ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated 4 months ago