SciMLBase.jl is the core interface definition of the SciML ecosystem. It is a low-dependency library made to be depended on by the downstream libraries to supply the common interface and allow for the interexchange of mathematical problems. The SciML common interface ties together the numerical solvers of the Julia package ecosystem into a single unified interface. It is designed for maximal efficiency and parallelism, while incorporating essential features for large-scale scientific machine learning such as differentiability, composability, and sparsity.

Features

  • The Base interface of the SciML ecosystem
  • SciMLBase.jl is the core interface definition of the SciML ecosystem
  • It is a low dependency library made to be depended on by the downstream libraries to supply the common interface
  • Allows for interexchange of mathematical problems
  • Documentation available
  • Examples available

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License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Julia

Related Categories

Julia Data Visualization Software

Registered

2023-12-06