This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.
☆910Dec 17, 2023Updated 2 years ago
Alternatives and similar repositories for kafka-streams-machine-learning-examples
Users that are interested in kafka-streams-machine-learning-examples are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response☆150Dec 16, 2023Updated 2 years ago
- Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data☆306Dec 16, 2023Updated 2 years ago
- Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no addition…☆419Nov 5, 2020Updated 5 years ago
- Making Machine Learning Simple and Scalable with Python, Jupyter Notebook, TensorFlow, Keras, Apache Kafka and KSQL☆97Jan 27, 2019Updated 7 years ago
- Deep Learning UDF for KSQL, the Streaming SQL Engine for Apache Kafka with Elasticsearch Sink Example☆80Jul 31, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code examples for working with Kafka Streams☆257Apr 21, 2017Updated 8 years ago
- A collection of examples and use-cases for Kafka Streams☆65Jan 27, 2017Updated 9 years ago
- ☆12May 5, 2021Updated 4 years ago
- Wikipedia stream-processing demo using Kafka Connect and Kafka Streams.☆74Nov 9, 2017Updated 8 years ago
- Collection of useful notebooks to be used with the Spark Notebook (https://github.com/andypetrella/spark-notebook)☆22Dec 6, 2018Updated 7 years ago
- Code and presentation for Strata Model Serving tutorial☆69Sep 26, 2019Updated 6 years ago
- A collection of open source Apache 2.0 Kafka Connector maintained by Lenses.io.☆1,061Mar 25, 2026Updated 3 weeks ago
- Real-time anomaly detection using Kafka, KSQL User Defined Function and a pre-trained model☆30Dec 16, 2023Updated 2 years ago
- Kafka Streams Topology Sketch Diagram Visualization☆422Jun 27, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆312Oct 14, 2021Updated 4 years ago
- Complex Event Processing on top of Kafka Streams☆314Dec 16, 2023Updated 2 years ago
- Using Kafka-Python to illustrate a ML production pipeline☆111Dec 8, 2022Updated 3 years ago
- Learn Kafka Streams with several examples!☆781Jul 1, 2022Updated 3 years ago
- TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows…☆2,272Sep 29, 2023Updated 2 years ago
- Industrial IoT (IIoT) Integration and Data Processing with Apache PLC4X, Kafka Connect, KSQL (OPC-UA, Modbus, Siemens S7)☆34Aug 30, 2019Updated 6 years ago
- Code samples for the Lightbend tutorial on writing microservices with Akka Streams, Kafka Streams, and Kafka☆210May 30, 2019Updated 6 years ago
- Code repository for the Mastering Kafka Streams and ksqlDB book☆503Nov 10, 2023Updated 2 years ago
- Graph Analytics with Apache Kafka☆107Mar 9, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Snippets and small examples demonstrating kafka features and configs☆652Jul 1, 2022Updated 3 years ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,743Mar 23, 2026Updated 3 weeks ago
- TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.☆3,860Jul 10, 2023Updated 2 years ago
- dataeaze Enterprise Gen AI and Foundation Models product suite☆33Feb 11, 2026Updated 2 months ago
- Parameter Server implementation in Apache Flink.☆14Mar 15, 2018Updated 8 years ago
- Kafka Docker for development. Kafka, Zookeeper, Schema Registry, Kafka-Connect, , 20+ connectors☆2,075Nov 20, 2025Updated 4 months ago
- H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random F…☆7,493Updated this week
- Python Stream Processing☆6,823Jul 27, 2024Updated last year
- ☆48Feb 4, 2018Updated 8 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Final Project for IoT: Big Data Processing and Analytics class. Analyzing U.S nationwide temperature from IoT sensors in real-time☆71Nov 21, 2016Updated 9 years ago
- ❤for real-time DataOps - where the application and data fabric blends - Lenses☆160Updated this week
- A Python implementation of Apache Kafka Streams☆311Jan 23, 2019Updated 7 years ago
- Demo to show how Apache Kafka can be used for communication between microservices☆627Aug 1, 2024Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,374Apr 12, 2026Updated last week
- Project for real-time anomaly detection using Kafka and python☆60Dec 4, 2022Updated 3 years ago
- Sample Faust project to process tweets in real-time☆13Mar 29, 2021Updated 5 years ago