Metronome System
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A Metronome System is a large-data data mining system maintained by ...
- See: YARN, Iterative Parallel Algorithm, DL4J.
References
2014
- https://github.com/jpatanooga/Metronome
- Metronome is a suite of parallel iterative algorithms that run natively on Hadoop's Next Generation YARN platform.
- Algorithms
- Parallel Neural Networks.
- Parallel linear regression.
- Parallel logistic regression.
- Parallel K-means.
- Restricted Boltzmann Machines.
- Parallel Deep Belief Networks.
- Developed directly in concert with Adam Gibson and the DL4J project.
- Running Deep Learning with Metronome on Hadoop.
- Fundamental Architecture of our Deep Learning Library over at DL4J.
- Scales linearly with input size.
- Built on top of BSP-style computation framework "Iterative Reduce" (Hadoop / YARN)
- Packaged in a new suite of parallel iterative algorithms called Metronome on IterativeReduce
- 100% Java, ASF 2.0 Licensed, on github