GokuMohandas / feature-store
Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.
☆56Updated 2 years ago
Alternatives and similar repositories for feature-store:
Users that are interested in feature-store are comparing it to the libraries listed below
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆82Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆86Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 2 months ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆213Updated 2 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆81Updated 2 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆145Updated 11 months ago
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- An example MLFlow project☆48Updated 2 months ago
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆44Updated 5 years ago
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated last year
- ☆18Updated 3 years ago
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- This repo contains all the material developed during the 9-week bootcamp provided by DPhi in colaboration with DataTalks Club☆21Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆69Updated 7 months ago
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆63Updated 3 years ago
- Machine Learning Engineering with MLflow, published by Packt☆115Updated 8 months ago
- Codes, scripts, and notebooks on various aspects of transformer models.☆27Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for …☆106Updated 2 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆35Updated 3 years ago
- End to End example integrating MLFlow and Seldon Core☆51Updated 4 years ago