ertis-research / kafka-ml
Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)
β182Updated 6 months ago
Alternatives and similar repositories for kafka-ml:
Users that are interested in kafka-ml are comparing it to the libraries listed below
- real-time data + ML pipelineβ54Updated this week
- π² A curated list of MLOps projects, tools and resourcesβ186Updated 11 months ago
- Introduction to Ray Core Design Patterns and APIs.β67Updated last year
- Template repo for kickstarting recipes for regression use caseβ54Updated 3 months ago
- MLOps stack example using Airflow, MLflow and other popular tools.β44Updated 2 years ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.β211Updated 2 years ago
- BentoML Example Projects π¨β138Updated 2 months ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profilβ¦β74Updated 10 months ago
- A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)β207Updated 4 months ago
- Plugin for deploying MLflow models to TorchServeβ108Updated 2 years ago
- Chassis turns machine learning models into portable container images that can run just about anywhere.β86Updated 11 months ago
- A framework of open-source technologies to design real-time machine learning systemsβ28Updated 2 years ago
- This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.β382Updated last year
- Notebooks for the O'Reilly book "Learning Ray"β286Updated 11 months ago
- Basic and advanced MLflow examples for many ML flavorsβ220Updated 8 months ago
- An example MLflow projectβ252Updated 10 months ago
- Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3β251Updated 10 months ago
- A series of Jupyter notebooks that walk you through Machine Learning with Apache Spark ecosystem using Spark MLlib, PyTorch and TensorFloβ¦β81Updated last year
- Learn how to create reliable ML systems by testing code, data and models.β86Updated 2 years ago
- Kubeflow example of machine learning/model servingβ36Updated 5 years ago
- β55Updated last year
- A repo for all spark examples using Rapids Accelerator including ETL, ML/DL, etc.β146Updated last week
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...β390Updated 2 years ago
- β31Updated 4 years ago
- mlflow_on_kubeflowβ14Updated 4 years ago
- Frouros: an open-source Python library for drift detection in machine learning systems.β212Updated 2 months ago
- An example MLFlow projectβ48Updated 2 months ago
- Dataset registry DVC projectβ74Updated 10 months ago
- Distribution transparent Machine Learning experiments on Apache Sparkβ90Updated last year
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.β56Updated 2 years ago