EthicalML / sml-securityLinks
MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering
☆42Updated last year
Alternatives and similar repositories for sml-security
Users that are interested in sml-security are comparing it to the libraries listed below
Sorting:
- Practical examples of "Flawed Machine Learning Security" together with ML Security best practice across the end to end stages of the mach…☆124Updated 3 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆256Updated last year
- A repository that showcases how you can use ZenML with Git☆73Updated 2 weeks ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated last year
- Joining the modern data stack with the modern ML stack☆201Updated 2 years ago
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.☆122Updated last year
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆394Updated 3 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆92Updated last year
- Dataset registry DVC project☆85Updated last year
- Machine Learning Projects with Flytekit☆36Updated 2 years ago
- End to End example integrating MLFlow and Seldon Core☆51Updated 5 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆184Updated last year
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆294Updated last year
- Concept drift monitoring for HA model servers.☆101Updated 2 years ago
- Code samples for the Effective Data Science Infrastructure book☆116Updated 2 years ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆236Updated 3 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆56Updated 6 months ago
- It's all in the name☆82Updated 2 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
- The Fuzzy Labs guide to the universe of open source MLOps☆476Updated 8 months ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 3 years ago
- End to end MLRun demos☆93Updated 2 months ago
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆95Updated last year
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆446Updated 4 years ago
- An example MLFlow project☆50Updated last year
- Templates for your Kedro projects.☆83Updated last week
- UnionML: the easiest way to build and deploy machine learning microservices☆336Updated 2 years ago