dpleus / mlopsLinks
A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit
☆95Updated 3 years ago
Alternatives and similar repositories for mlops
Users that are interested in mlops are comparing it to the libraries listed below
Sorting:
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆231Updated 3 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆92Updated 3 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 3 years ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 3 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆162Updated 3 weeks ago
- Demo Computer Vision Project☆65Updated 2 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
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆51Updated last year
- A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.☆27Updated 3 years ago
- Demo for CI/CD in a machine learning project☆115Updated 2 years ago
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆106Updated 4 years ago
- ☆15Updated 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☆190Updated 3 weeks ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆81Updated 3 years ago
- An end-to-end project on customer segmentation☆83Updated 2 years ago
- Examples of using Evidently to evaluate, test and monitor ML models.☆43Updated last week
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆134Updated 2 years ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 4 years ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆103Updated 2 years ago
- A simple guide to MLOps through ZenML and its various integrations.☆188Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 4 years ago
- MLOps maturity assessment☆61Updated 2 years ago
- Basic and advanced MLflow examples for many ML flavors☆240Updated last year
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆78Updated last year
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆90Updated last year
- Reference code base for ML Engineering, Manning Publications☆132Updated 4 years ago
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆79Updated 2 years ago
- A repository for all ZenML projects that are specific production use-cases.☆287Updated 3 months ago