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
Related projects ⓘ
Alternatives and complementary repositories for whitebox
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆247Updated last month
- Streamline scikit-learn model comparison.☆146Updated last year
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆205Updated 2 weeks ago
- Joining the modern data stack with the modern ML stack☆192Updated last year
- Doubt your data, find bad labels.☆504Updated 3 months ago
- A simple guide to MLOps through ZenML and its various integrations.☆183Updated 9 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆157Updated 11 months ago
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆203Updated this week
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆78Updated 2 years ago
- Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.☆126Updated 10 months ago
- A set of examples illustrating some possible use cases for NannyML☆19Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆44Updated 2 years ago
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆318Updated this week
- 📈🔍 Lets Python do AB testing analysis☆75Updated 6 months ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated last year
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆63Updated 3 weeks ago
- ☆38Updated 2 years ago
- Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.co…☆181Updated last year
- Concept drift monitoring for HA model servers.☆101Updated last year
- skops is a Python library helping you share your scikit-learn based models and put them in production☆449Updated this week
- A general purpose recommender metrics library for fair evaluation.☆278Updated last year
- Toolkit for developing and maintaining ML models☆155Updated 5 months ago
- A repository that showcases how you can use ZenML with Git☆64Updated 3 months ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆37Updated 2 years ago
- Tutorials for Vertex AI tools☆16Updated 3 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆184Updated 6 months ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆229Updated last year
- just a bunch of useful embeddings☆466Updated last month
- MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering☆39Updated last year
- ☆30Updated last year