PiePra / Realtime-MLOps
A framework of open-source technologies to design real-time machine learning systems
☆26Updated last year
Alternatives and similar repositories for Realtime-MLOps:
Users that are interested in Realtime-MLOps are comparing it to the libraries listed below
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 3 months ago
- A repository that showcases how you can use ZenML with Git☆69Updated 5 months ago
- Tools and utilities for operating Metaflow in production☆49Updated 2 weeks ago
- The repository that contains all source code for the ZenML UI.☆45Updated this week
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated 8 months ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆69Updated 8 months ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆78Updated 2 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆54Updated 4 months ago
- Setting up an MLflow Workspace with Docker☆27Updated 4 months ago
- Assessing whether data from database complies with reference information.☆42Updated this week
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆71Updated 2 years ago
- Metafeature Extraction for Unstructured Data☆101Updated 5 months ago
- Batteries included toolkit for data engineering.☆33Updated 2 weeks ago
- IbisML is a library for building scalable ML pipelines using Ibis.☆96Updated 3 weeks ago
- Tutorials for Fugue - A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask withou…☆113Updated 9 months ago
- ☆26Updated 2 years ago
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆61Updated 3 years ago
- real-time data + ML pipeline☆54Updated this week
- A software engineering framework to jump start your machine learning projects☆37Updated 7 months ago
- Joining the modern data stack with the modern ML stack☆194Updated last year
- 🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durations☆47Updated last year
- mlctl is the control plane for MLOps. It provides a CLI and a Python SDK for supporting key operations related to MLOps, such as "model t…☆25Updated 3 years ago
- Python SDK for XetHub☆49Updated 3 months ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆104Updated last year
- ☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.☆45Updated 4 months ago
- ☆29Updated last year
- Render Jupyter Notebooks With Metaflow Cards☆25Updated 3 months ago
- Efficient BM25 with DuckDB 🦆☆36Updated 3 weeks ago
- MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering☆40Updated 2 months ago