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Roadmap

Benoit Bovy edited this page Mar 17, 2020 · 9 revisions

xarray-simlab's roadmap

v0.5

  • More built-in simulation monitoring and diagnostic tools (e.g., for logging and profiling)
  • Command-line interface to run models and also to automatically generate input files (use YAML, toml or other formats)
  • Support models with no explicit steps or time loop (and/or analysis pipelines)
  • Integration with optimization libraries (scipy.optimize, scikit-optimize, etc.)

Next

  • Improve the flexibility of the modeling framework:
    • possibility to build models from user-defined ordered collections of processes
    • add support for updating a variable in multiple processes (state passed through multiple processes)
    • flexible time-stepping schemes
  • Provide support for auto-GUI or dashboard generation (e.g., using Holoview / Panel, ipywidgets, etc.)
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