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kaiwaehner / kafka-streams-machine-learning-examples

Star 847

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.

python java open-source machine-learning kafka deep-learning tensorflow h2o keras kafka-client kafka-streams dl4j keras-tensorflow h2oai deeplearning4j ksql
  • Updated Dec 17, 2023
  • Java

kaiwaehner / hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference

Star 406

Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required

python java kubernetes mqtt cloud kafka mongodb tensorflow terraform gcp grpc data-lake confluent hivemq kafka-connect kafka-streams ksql ksqldb tiered-storage tensorflow-io
  • Updated Nov 5, 2020
  • Jupyter Notebook

airyhq / airy

Star 369

💬 Open Source App Framework to build streaming apps with real-time data - 💎 Build real-time data pipelines and make real-time data universally accessible - 🤖 Join historical and real-time data in the stream to create smarter ML and AI applications. - ⚡ Standardize complex data ingestion and stream data to apps with pre-built connectors

nlp bot kubernetes natural-language-processing streaming opensource cloud kafka bots nlu kafka-streams conversational-bots conversational-ai airy ingestion-platform
  • Updated Sep 25, 2024
  • Java

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