ashishtele / MetaFlow_MLOps
End to end example of Metaflow and Prefect pipelines (Python)
☆8Updated 3 years ago
Alternatives and similar repositories for MetaFlow_MLOps:
Users that are interested in MetaFlow_MLOps are comparing it to the libraries listed below
- ☆14Updated last year
- Kedro starter templates using Scikit-learn and optionally MLflow☆9Updated last year
- Tutorials/use cases of using Prefect in an ML project.☆40Updated last year
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated last week
- ☆9Updated 2 years ago
- An example MLFlow project☆48Updated last week
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆79Updated 2 years ago
- The easiest way to integrate Kedro and Great Expectations☆53Updated 2 years ago
- ☆25Updated 2 years ago
- End to End example integrating MLFlow and Seldon Core☆51Updated 4 years ago
- Kedro Plugin to support running pipelines on AWS SageMaker.☆20Updated this week
- Demo on how to use Prefect 2 in an ML project☆40Updated 2 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆69Updated 8 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
- Templates for your Kedro projects.☆71Updated this week
- Listens MLFlow model registry changes and deploy models based on configurations☆21Updated last year
- A pipeline to detect data drift and retrain the model when there is drift☆23Updated last year
- This repository contains sample code, which is used for a MLOps Workshop☆26Updated last year
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆68Updated last month
- Template for data pipelines, ML workflows, API dev and monitoring☆45Updated last year
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆61Updated 3 years ago
- Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily de…☆16Updated last year
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆54Updated 4 months ago
- ☆18Updated 3 years ago
- Here I will be exploring various tools and methods that are used in data engineering process with Python.☆22Updated 4 years ago
- Blog post on ETL pipelines with Airflow☆23Updated 4 years ago
- Code samples for the Effective Data Science Infrastructure book☆113Updated last year
- Slides for "Feature engineering for time series forecasting" talk☆58Updated 2 years ago