tinztwins / mlflow-workspace
Setting up an MLflow Workspace with Docker
☆27Updated 4 months ago
Alternatives and similar repositories for mlflow-workspace:
Users that are interested in mlflow-workspace are comparing it to the libraries listed below
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit☆125Updated 8 months ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated last week
- ☆14Updated last year
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆61Updated 3 years ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆130Updated last year
- MLOps maturity assessment☆60Updated last year
- Template repo for kickstarting recipes for regression use case☆53Updated last month
- Duke MIDS: Data Engineering and DataOps Course☆63Updated last week
- Test LLMs automatically with Giskard and CI/CD☆29Updated 5 months ago
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- ☆23Updated 2 years ago
- An example MLFlow project☆48Updated last week
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆55Updated 2 years ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆74Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆79Updated 2 years ago
- Code samples for the Effective Data Science Infrastructure book☆113Updated last year
- ☆31Updated last year
- Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily de…☆16Updated last year
- Web browser automation through agentic workflows.☆16Updated 4 months ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆209Updated 2 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆47Updated 3 years ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆34Updated last year
- A series of Jupyter notebooks that walk you through Machine Learning with Apache Spark ecosystem using Spark MLlib, PyTorch and TensorFlo…☆80Updated last year
- LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcamps☆52Updated 3 months ago
- Very little code to make PyTorch Lightning models☆16Updated last year
- This is a capstone project associated with MLOps Zoomcamp. The end goal of the project is to build an end-to-end machine learning projec…☆13Updated 2 years ago
- End to End example integrating MLFlow and Seldon Core☆51Updated 4 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- 💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML☆120Updated last month
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆76Updated last year