kaiwaehner / kafka-streams-machine-learning-examplesLinks
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.
☆899Updated 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
Sorting:
- Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no addition…☆418Updated 5 years ago
- MLeap: Deploy ML Pipelines to Production☆1,528Updated this week
- A simple spark standalone cluster for your testing environment purposses☆570Updated last year
- Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data☆303Updated 2 years ago
- ☆313Updated 7 years ago
- A hybrid Big Data pipeline architecture that combines a real-time streaming layer with a batch layer to process large datasets(Lambda Arc…☆187Updated 3 months ago
- Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response☆150Updated 2 years ago
- REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models☆587Updated 2 weeks ago
- Code examples for working with Kafka Streams☆255Updated 8 years ago
- [EXPERIMENTAL] This repo includes deployment instructions for running HDFS/Spark inside docker containers. Also includes spark-notebook a…☆696Updated 5 years ago
- An example Apache Beam project.☆111Updated 8 years ago
- One click deploy docker-compose with Kafka, Spark Streaming, Zeppelin UI and Monitoring (Grafana + Kafka Manager)☆120Updated 4 years ago
- Kafka Streams Example - Some aggregates on fake stock data☆212Updated 2 years ago
- Sparkling Water provides H2O functionality inside Spark cluster☆977Updated last month
- ☆247Updated 6 years ago
- Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition☆462Updated this week
- A collection of templates for use with Apache NiFi.☆280Updated 9 years ago
- Examples for High Performance Spark☆524Updated 3 weeks ago
- A complete example of a big data application using : Kubernetes (kops/aws), Apache Spark SQL/Streaming/MLib, Apache Flink, Scala, Python,…☆209Updated 6 years ago
- Docker container for Kafka - Spark Streaming - Cassandra☆97Updated 6 years ago
- The Internals of Spark Structured Streaming☆422Updated last month
- ☆75Updated 5 years ago
- Jupyter magics and kernels for working with remote Spark clusters☆1,362Updated 3 months ago
- ☆158Updated 3 years ago
- ☆240Updated 4 years ago
- Apache Spark examples exclusively in Java☆103Updated 2 years ago
- Making Machine Learning Simple and Scalable with Python, Jupyter Notebook, TensorFlow, Keras, Apache Kafka and KSQL☆97Updated 6 years ago
- A boilerplate for writing PySpark Jobs☆394Updated last year
- Structured Streaming Machine Learning example with Spark 2.0☆94Updated 8 years ago
- Hopsworks - Data-Intensive AI platform with a Feature Store☆1,268Updated 10 months ago