GokuMohandas / feature-storeLinks
Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.
☆56Updated 3 years ago
Alternatives and similar repositories for feature-store
Users that are interested in feature-store are comparing it to the libraries listed below
Sorting:
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆92Updated 3 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆89Updated 3 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 10 months ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆228Updated 3 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☆92Updated 3 years ago
- This is code depository for my upcoming session. Will update details post the session☆40Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆162Updated 2 months ago
- ☆15Updated 2 years ago
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.☆118Updated last year
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆90Updated last year
- An end-to-end project on customer segmentation☆83Updated 2 years ago
- Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome…☆121Updated last year
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆103Updated 2 years ago
- Library for Multi-objective optimization in Gradient Boosted Trees☆76Updated last year
- Best practices for engineering ML pipelines.☆36Updated 3 years ago
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆45Updated 6 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆263Updated 3 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆150Updated last year
- ☆18Updated 4 years ago
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆79Updated 2 years ago
- Codes, scripts, and notebooks on various aspects of transformer models.☆27Updated 2 years ago
- Kubeflow installation on windows 10/11☆17Updated 2 years ago
- Awesome MLOps Course Outline☆36Updated 2 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep tr…☆50Updated 2 years ago
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…☆184Updated 3 years ago
- Engineering MLOps, published by Packt☆189Updated this week
- A repository that showcases how you can use ZenML with Git☆71Updated 3 months ago