mlops-guide / mlops-templateLinks
🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/
☆26Updated 4 years ago
Alternatives and similar repositories for mlops-template
Users that are interested in mlops-template are comparing it to the libraries listed below
Sorting:
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago
- Demo Computer Vision Project☆62Updated 2 years ago
- MLOps maturity assessment☆61Updated 2 years ago
- ☆38Updated 2 years ago
- Tutorials on creating a reproducible and maintainable data science project☆144Updated 2 years ago
- Template repo for kickstarting recipes for regression use case☆54Updated 5 months ago
- MLOps stack example using Airflow, MLflow and other popular tools.☆44Updated 2 years ago
- Demo for CI/CD in a machine learning project☆106Updated last year
- Example repo to kickstart integration with mlflow pipelines.☆76Updated 2 years ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆63Updated last year
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆85Updated last year
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆45Updated 9 months ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆35Updated last year
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆82Updated 2 years ago
- Tutorials/use cases of using Prefect in an ML project.☆41Updated 2 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆78Updated last year
- a docker image of the MLflow server component☆36Updated last month
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆160Updated last year
- Basic and advanced MLflow examples for many ML flavors☆225Updated 10 months ago
- ☆34Updated 4 months ago
- Streamline scikit-learn model comparison.☆145Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 7 months ago
- Learn how to create reliable ML systems by testing code, data and models.☆87Updated 2 years ago
- A project to kickstart your ML development☆31Updated 9 months ago
- LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcamps☆56Updated 3 weeks ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆39Updated 2 years ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆216Updated 2 years ago