https://github.com/SciML/SciMLBase.jl

The Base interface of the SciML ecosystem
https://github.com/SciML/SciMLBase.jl

dae dde differentialequations julia ode ordinary-differential-equations scientific-machine-learning sciml sde

Last synced: 27 days ago
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The Base interface of the SciML ecosystem

• Host: GitHub
• URL: https://github.com/SciML/SciMLBase.jl
• Owner: SciML
• License: mit
• Created: 2021-01-26T03:30:55.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2024-04-11T18:14:18.000Z (3 months ago)
• Last Synced: 2024-04-14T01:46:57.338Z (2 months ago)
• Topics: dae, dde, differentialequations, julia, ode, ordinary-differential-equations, scientific-machine-learning, sciml, sde
• Language: Julia
• Homepage: https://docs.sciml.ai/SciMLBase/stable
• Size: 12.4 MB
• Stars: 113
• Watchers: 13
• Forks: 84
• Open Issues: 82
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• awesome-stars - SciML/SciMLBase.jl - The Base interface of the SciML ecosystem (Julia)

README

        
# SciMLBase

[![Join the chat at https://julialang.zulipchat.com #sciml-bridged](https://img.shields.io/static/v1?label=Zulip&message=chat&color=9558b2&labelColor=389826)](https://julialang.zulipchat.com/#narrow/stream/279055-sciml-bridged)

[![Global Docs](https://img.shields.io/badge/docs-SciML-blue.svg)](https://docs.sciml.ai/SciMLBase/stable)

[![codecov](https://codecov.io/gh/SciML/SciMLBase.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/SciML/SciMLBase.jl)

[![Build Status](https://github.com/SciML/SciMLBase.jl/workflows/CI/badge.svg)](https://github.com/SciML/SciMLBase.jl/actions?query=workflow%3ACI)

[![ColPrac: Contributor's Guide on Collaborative Practices for Community Packages](https://img.shields.io/badge/ColPrac-Contributor%27s%20Guide-blueviolet)](https://github.com/SciML/ColPrac)

[![SciML Code Style](https://img.shields.io/static/v1?label=code%20style&message=SciML&color=9558b2&labelColor=389826)](https://github.com/SciML/SciMLStyle)

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 interexchange of mathematical problems.

## v2.0 Breaking Changes

The breaking changes in v2.0 are:

  - `IntegralProblem` has moved to an interface with `IntegralFunction` and `BatchedIntegralFunction` which requires specifying `prototype`s for the values to be modified

    instead of `nout` and `batch`. https://github.com/SciML/SciMLBase.jl/pull/497

  - `ODEProblem` was made temporarily into a `mutable struct` to allow for EnzymeRules support. Using the mutation throws a warning that this is only experimental and should not be relied on.

    https://github.com/SciML/SciMLBase.jl/pull/501

  - `BVProblem` now has a new interface for `TwoPointBVProblem` which splits the bc terms for the two sides, forcing a true two-point BVProblem to allow for further specializations and to allow

    for wrapping Fortran solvers in the interface. https://github.com/SciML/SciMLBase.jl/pull/477

  - `SDEProblem` constructor was changed to remove an anti-pattern which required passing the diffusion function `g` twice, i.e. `SDEProblem(SDEFunction(f,g),g, ...)`.

    Now this is simply `SDEProblem(SDEFunction(f,g),...)`. https://github.com/SciML/SciMLBase.jl/pull/489