1 repo
Awesome GitHub RepositoriesDistributed Computing Platforms
Environments for managing parallel data processing and communication across hardware meshes.
Distinguishing note: Focuses on the platform-level management of distributed data, distinct from specific array processing utilities.
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Awesome Distributed Computing Platforms GitHub Repositories
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- jax-ml/jax
jax-ml/jax
34,919View on GitHubThis project is a high-performance numerical computing library designed for large-scale scientific and machine learning workloads. It functions as an automatic differentiation framework and a just-in-time compilation engine, transforming high-level Python code into optimized machine instructions. By enforcing pure functional programming patterns and immutable array semantics, the library ensures that mathematical functions remain compatible with automated graph transformations and symbolic differentiation. The platform distinguishes itself through its distributed array computing capabilities,
Manages data sharding and collective communication across multiple hardware devices and multi-dimensional meshes.
Pythonjax
