squaredev-io / whiteboxLinks
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
☆181Updated 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 series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 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
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆215Updated 3 weeks ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆501Updated last week
- The Fuzzy Labs guide to the universe of open source MLOps☆474Updated 6 months ago
- UnionML: the easiest way to build and deploy machine learning microservices☆336Updated 2 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆185Updated last year
- Joining the modern data stack with the modern ML stack☆201Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆397Updated 10 months ago
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆349Updated last week
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆265Updated 3 years ago
- Doubt your data, find bad labels.☆517Updated last year
- A simple guide to MLOps through ZenML and its various integrations.☆188Updated last year
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆719Updated 2 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆80Updated 3 years ago
- just a bunch of useful embeddings for scikit-learn pipelines☆520Updated 2 months ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆241Updated 2 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- An open-source AutoML Library based on PyTorch☆307Updated last month
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆105Updated 3 years ago
- Toolkit for developing and maintaining ML models☆154Updated last year
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆873Updated 2 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆434Updated 2 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆90Updated last year
- The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…☆716Updated last week
- 100 applications built with H2O Wave☆98Updated 3 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 4 years ago
- A repository that showcases how you can use ZenML with Git☆72Updated 3 months ago