phitoduck / mlops-clubLinks
A reference implementation of an end to end, open-source MLOps platform.
☆15Updated 3 years ago
Alternatives and similar repositories for mlops-club
Users that are interested in mlops-club are comparing it to the libraries listed below
Sorting:
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆241Updated 2 years ago
- Deploy production-grade Metaflow cloud infrastructure on AWS☆70Updated last month
- 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☆201Updated 2 years ago
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆71Updated 3 years ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆152Updated 3 weeks ago
- ☆138Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆256Updated last year
- Build a real-time recommendation engine for an e-commerce website leveraging SageMaker Feature Store as a core component of the solution.☆37Updated last year
- Build and deploy a serverless data pipeline on AWS with no effort.☆111Updated 2 years ago
- ☆13Updated last year
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆69Updated 4 years ago
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆154Updated this week
- A Collection of GitHub Actions That Facilitate MLOps☆206Updated 3 years ago
- Compilation of examples of SageMaker inference options and other features.☆70Updated 2 months ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆97Updated 3 years ago
- Tools and utilities for operating Metaflow in production☆67Updated 2 months ago
- A repository that showcases how you can use ZenML with Git☆73Updated 5 months ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆88Updated 6 months ago
- ☆73Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- Playground for using large language models into the Modern Data Stack for entity matching☆108Updated 2 years ago
- This repo provides an end-to-end example of using streaming feature aggregation with the Amazon SageMaker Feature Store.☆47Updated 4 years ago
- Code samples for the Effective Data Science Infrastructure book☆116Updated 2 years ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆144Updated last week
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆90Updated last year
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆64Updated 2 years ago
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆145Updated 2 years ago
- Amazon SageMaker Local Mode Examples☆263Updated 8 months ago
- A workshop with several modules to help learn Feast, an open-source feature store☆97Updated last month