mbunse / mlcomopsLinks
☆17Updated 2 years ago
Alternatives and similar repositories for mlcomops
Users that are interested in mlcomops are comparing it to the libraries listed below
Sorting:
- MLOps maturity assessment☆61Updated 2 years ago
- Template repo for kickstarting recipes for regression use case☆55Updated 11 months ago
- Basic and advanced MLflow examples for many ML flavors☆240Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆265Updated 3 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆474Updated 6 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 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
- Joining the modern data stack with the modern ML stack☆201Updated 2 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆136Updated last year
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- Learn how to create reliable ML systems by testing code, data and models.☆89Updated 3 years ago
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …☆241Updated 5 years ago
- 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
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆221Updated 3 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆873Updated 2 years ago
- A simple guide to MLOps through ZenML and its various integrations.☆188Updated last year
- Example machine learning pipeline with MLflow and Hydra☆95Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆162Updated 2 weeks ago
- The purpose of the catalog is to help data science teams to collect all the requirements to consider while building a ML model and produc…☆131Updated 4 years ago
- Software Architecture for ML engineers☆416Updated 3 years ago
- Get started DVC project (NLP, random forest)☆188Updated last year
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆241Updated 2 years ago
- End to End example integrating MLFlow and Seldon Core☆52Updated 5 years ago
- Computer Vision dataset analysis☆308Updated last year
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆626Updated 2 years ago
- This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.☆420Updated 10 months ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- Streamline scikit-learn model comparison.☆143Updated 2 years ago