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.
☆857Updated last year
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
- Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response☆147Updated last year
- MLeap: Deploy ML Pipelines to Production☆1,516Updated 3 months ago
- Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data☆298Updated last year
- Sparkling Water provides H2O functionality inside Spark cluster☆966Updated 3 months ago
- Code examples for working with Kafka Streams☆254Updated 7 years ago
- A scalable machine learning library on Apache Spark☆792Updated 3 years ago
- Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no addition…☆412Updated 4 years ago
- Tools for reading data from Solr as a Spark RDD and indexing objects from Spark into Solr using SolrJ.☆446Updated last year
- Examples of Spark 2.0☆211Updated 3 years ago
- Kafka UI and Monitoring Tool☆398Updated 3 years ago
- ☆245Updated 5 years ago
- Making Machine Learning Simple and Scalable with Python, Jupyter Notebook, TensorFlow, Keras, Apache Kafka and KSQL☆95Updated 6 years ago
- ☆240Updated 3 years ago
- A distributed Spark/Scala implementation of the isolation forest algorithm for unsupervised outlier detection, featuring support for scal…☆238Updated this week
- A library for time series analysis on Apache Spark☆1,192Updated 4 years ago
- TonY is a framework to natively run deep learning frameworks on Apache Hadoop.☆707Updated last year
- A curated list of awesome Apache Spark packages and resources.☆1,764Updated 4 months ago
- Supporting repository for the blog post at https://medium.com/@stephane.maarek/how-to-use-apache-kafka-to-transform-a-batch-pipeline-into…☆242Updated last year
- Spark Gotchas. A subjective compilation of the Apache Spark tips and tricks☆363Updated 7 years ago
- Databricks - Apache Spark™ - 2X Certified Developer☆266Updated 4 years ago
- Jupyter magics and kernels for working with remote Spark clusters☆1,344Updated last week
- A collection of open source Apache 2.0 Kafka Connector maintained by Lenses.io.☆1,017Updated last week
- Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.☆622Updated 6 years ago
- Benchmarks for Low Latency (Streaming) solutions including Apache Storm, Apache Spark, Apache Flink, ...☆637Updated last year
- Distributed Deep learning with Keras & Spark☆1,572Updated last year
- Examples for Deep Learning/Feature Store/Spark/Flink/Hive/Kafka jobs and Jupyter notebooks on Hops☆117Updated last year
- Docker build for Apache Spark☆673Updated 3 years ago
- Maven quick start for building Kafka Connect connectors.☆145Updated 4 years ago
- flink-jpmml is a fresh-made library for dynamic real time machine learning predictions built on top of PMML standard models and Apache Fl…☆96Updated 5 years ago
- An extensible distributed system for reliable nearline data streaming at scale☆936Updated 9 months ago