EthicalML / sml-security
MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering
☆40Updated 4 months ago
Alternatives and similar repositories for sml-security:
Users that are interested in sml-security are comparing it to the libraries listed below
- Practical examples of "Flawed Machine Learning Security" together with ML Security best practice across the end to end stages of the mach…☆105Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆69Updated 7 months ago
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.☆113Updated 10 months ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆73Updated 10 months ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- Joining the modern data stack with the modern ML stack☆196Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆145Updated 11 months ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 2 months ago
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated 10 months ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆53Updated 6 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
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆71Updated 3 months ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated last year
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated 10 months ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆80Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 5 months ago
- Concept drift monitoring for HA model servers.☆101Updated 2 years ago
- A template for a starter project for ZenML☆13Updated 3 months ago
- ☆27Updated last year
- An example MLFlow project☆48Updated 2 months ago
- demo CI/CD pipeline using MLRun, Kubeflow and GitHub Actions☆50Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆179Updated 8 months ago
- Dataset registry DVC project☆74Updated 10 months ago
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆63Updated 3 years ago
- The repository that contains all source code for the ZenML UI.☆44Updated this week
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆260Updated 2 years ago
- A software engineering framework to jump start your machine learning projects☆37Updated 9 months ago
- Scaling Python Machine Learning☆45Updated last year
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆142Updated 6 months ago