Jimaras08 / mlops-lab-example-yelp
MLOps Lab Example using PyTorch to predict Yelp Reviews
☆21Updated 4 years ago
Alternatives and similar repositories for mlops-lab-example-yelp
Users that are interested in mlops-lab-example-yelp are comparing it to the libraries listed below
Sorting:
- Best practices for engineering ML pipelines.☆35Updated 2 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆106Updated 3 years ago
- Get your MLOps (Level 1) platform started and going fast.☆122Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆82Updated 2 years ago
- ☆21Updated last year
- Dvc + Streamlit = ❤️☆40Updated last year
- A repository that showcases how you can use ZenML with Git☆68Updated 9 months ago
- BentoML Example Projects 🎨☆138Updated 4 months ago
- Accompanies the uncool MLOps workshop☆26Updated 2 years ago
- MLOps stack example using Airflow, MLflow and other popular tools.☆44Updated 2 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 3 years ago
- Listens MLFlow model registry changes and deploy models based on configurations☆21Updated last year
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 4 months ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆35Updated last year
- Code accompanying the "Debugging machine learning in production" talk☆29Updated 3 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Template for data pipelines, ML workflows, API dev and monitoring☆45Updated last year
- Code samples for the Effective Data Science Infrastructure book☆115Updated last year
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆215Updated 2 years ago
- Kafka variant of the MLOps Level 1 stack☆24Updated 3 years ago
- Slides and notebook for the workshop on serving bert models in production☆25Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 7 months ago
- ☆17Updated last year
- ☆14Updated 2 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 2 years ago
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆71Updated 3 years ago
- Example repo to kickstart integration with mlflow pipelines.☆76Updated 2 years ago
- A list of projects relying on Iterative.AI tools to achieve awesomeness☆66Updated 10 months ago