phitoduck / mlops-club
A reference implementation of an end to end, open-source MLOps platform.
☆15Updated 2 years ago
Alternatives and similar repositories for mlops-club:
Users that are interested in mlops-club are comparing it to the libraries listed below
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 3 years ago
- Deploy production-grade Metaflow cloud infrastructure on AWS☆60Updated 2 weeks ago
- Build a real-time recommendation engine for an e-commerce website leveraging SageMaker Feature Store as a core component of the solution.☆35Updated last week
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆71Updated 2 years ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆133Updated last month
- Joining the modern data stack with the modern ML stack☆194Updated last year
- Tools and utilities for operating Metaflow in production☆49Updated 2 weeks ago
- ☆12Updated 7 months ago
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆149Updated last month
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆234Updated last year
- ☆131Updated 8 months ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆69Updated 8 months ago
- ☆101Updated 3 months ago
- Multiple ways to model user preference in recommender systems☆15Updated 8 months ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 3 years ago
- Compilation of examples of SageMaker inference options and other features.☆67Updated this week
- ☆66Updated 6 months ago
- Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many de…☆68Updated 7 months ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆56Updated 2 years ago
- ☆57Updated 2 years ago
- ☆16Updated last year
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆58Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆47Updated 3 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated 2 years ago
- ☆54Updated last year
- Official Repository for EvalRS @ CIKM 2022: a Rounded Evaluation of Recommender Systems☆70Updated 9 months ago
- CI/CD pipeline with Amazon SageMaker and Github actions☆23Updated 2 years ago
- Amazon SageMaker Local Mode Examples☆251Updated 5 months ago
- Machine Learning Projects with Flytekit☆35Updated last year
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆130Updated 3 weeks ago