iterative / example-get-started-experiments
Get started DVC project
☆50Updated 8 months ago
Alternatives and similar repositories for example-get-started-experiments:
Users that are interested in example-get-started-experiments are comparing it to the libraries listed below
- Dvc + Streamlit = ❤️☆40Updated last year
- Dataset registry DVC project☆74Updated 10 months ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆211Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆86Updated 2 years ago
- Source code and generator scripts for example DVC projects☆21Updated 10 months ago
- MLOps Lab Example using PyTorch to predict Yelp Reviews☆21Updated 4 years ago
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆44Updated 7 months ago
- 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
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 2 months ago
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆171Updated this week
- ☆47Updated last year
- Demo Computer Vision Project☆60Updated 2 years ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆37Updated 2 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆82Updated 2 years ago
- Accompanies the uncool MLOps workshop☆26Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆69Updated 7 months ago
- ☆15Updated last year
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆81Updated 2 years ago
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆146Updated this week
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆73Updated 10 months ago
- MLOps maturity assessment☆60Updated last year
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated 10 months ago
- ☆17Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 5 months ago
- BentoML Example Projects 🎨☆138Updated 2 months ago
- deep learning with pytorch lightningUpdated 4 months ago
- Examples to showcase the use of Kale in data science pipelines☆27Updated last year
- Get your MLOps (Level 1) platform started and going fast.☆121Updated 2 years ago
- MLOps stack example using Airflow, MLflow and other popular tools.☆44Updated 2 years ago
- Examples of using Evidently to evaluate, test and monitor ML models.☆21Updated last week