https://github.com/kaiwaehner/kafka-streams-machine-learning-examples

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.
https://github.com/kaiwaehner/kafka-streams-machine-learning-examples

deep-learning deeplearning4j dl4j h2o h2oai java kafka kafka-client kafka-streams keras keras-tensorflow ksql machine-learning open-source python tensorflow

Last synced: about 2 months ago
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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.

• Host: GitHub
• URL: https://github.com/kaiwaehner/kafka-streams-machine-learning-examples
• Owner: kaiwaehner
• License: apache-2.0
• Created: 2017-08-16T11:47:33.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2023-12-17T23:31:08.000Z (12 months ago)
• Last Synced: 2024-07-31T19:19:11.070Z (4 months ago)
• Topics: deep-learning, deeplearning4j, dl4j, h2o, h2oai, java, kafka, kafka-client, kafka-streams, keras, keras-tensorflow, ksql, machine-learning, open-source, python, tensorflow
• Language: Java
• Homepage:
• Size: 51.5 MB
• Stars: 834
• Watchers: 61
• Forks: 304
• Open Issues: 10
• Metadata Files:
  • Readme: readme.md
  • License: LICENSE

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• awesome - kafka-streams-machine-learning-examples - 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. (Java)