Kryptoflow
Real-time analysis of bitcoin markets with Kafka and Tensorflow Serving
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Pipeline | 4,158 | a year ago | 85 | July 18, 2017 | 1 | apache-2.0 | Jsonnet | |||
| PipelineAI | ||||||||||
| Seldon Server | 1,420 | 4 years ago | 44 | June 28, 2017 | 26 | apache-2.0 | Java | |||
| Machine Learning Platform and Recommendation Engine built on Kubernetes | ||||||||||
| Kafka Streams Machine Learning Examples | 806 | 4 months ago | 10 | apache-2.0 | Java | |||||
| 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. | ||||||||||
| Real Time Stock Market Prediction | 395 | 3 years ago | JavaScript | |||||||
| In this repository, I have developed the entire server-side principal architecture for real-time stock market prediction with Machine Learning. I have used Tensorflow.js for constructing ml model architecture, and Kafka for real-time data streaming and pipelining. | ||||||||||
| Gather Deployment | 347 | 8 months ago | mit | Jupyter Notebook | ||||||
| Gathers Python deployment, infrastructure and practices. | ||||||||||
| Ksql Udf Deep Learning Mqtt Iot | 188 | 4 years ago | apache-2.0 | Java | ||||||
| Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data | ||||||||||
| Dcos Commons | 162 | 3 years ago | 7 | November 10, 2020 | 74 | apache-2.0 | Java | |||
| DC/OS SDK is a collection of tools, libraries, and documentation for easy integration of technologies such as Kafka, Cassandra, HDFS, Spark, and TensorFlow with DC/OS. | ||||||||||
| Hivemq Mqtt Tensorflow Kafka Realtime Iot Machine Learning Training Inference | 159 | 3 years ago | 4 | apache-2.0 | Jupyter Notebook | |||||
| 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 | ||||||||||
| Kafka Ml | 131 | 3 months ago | 26 | mit | Python | |||||
| Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!) | ||||||||||
| Tensorflow Serving Java Grpc Kafka Streams | 85 | 4 years ago | 2 | apache-2.0 | Java | |||||
| Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response | ||||||||||
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Python
Machine Learning
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Bitcoin
Keras
Kafka
Trading
Time Series