maxpumperla/elephas
A library for distributed deep learning model training using Keras on Apache Spark clusters.
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Elephas is a distributed deep learning library that extends Keras to run training workloads on Apache Spark clusters. It enables data-parallel and ensemble model training across multiple nodes, allowing users to scale neural network training from a single machine to distributed Spark environments. The library provides Spark integration with Keras model definitions, handling gradient aggregation and model parameter synchronization across worker nodes.
Frequently asked
- What is maxpumperla/elephas?
- A library for distributed deep learning model training using Keras on Apache Spark clusters.
- Is elephas open source?
- Yes — maxpumperla/elephas is open source, released under the MIT license.
- What language is elephas written in?
- maxpumperla/elephas is primarily written in Python.
- How popular is elephas?
- maxpumperla/elephas has 1.6k stars on GitHub.
- Where can I find elephas?
- maxpumperla/elephas is on GitHub at https://github.com/maxpumperla/elephas.