#statistics #feature-selection #sffs #optimal-design

odesign

odesign is an optimal design of experiments library written in pure rust

2 releases

new 0.1.1 Mar 3, 2025
0.1.0 Mar 1, 2025

#223 in Science

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71 downloads per month

MIT/Apache

93KB
2.5K SLoC

odesign

odesign is an optimal design of experiments library written in pure rust. It allows to find optimal designs for (quasi-) linear models considering arbitrary optimalities.

Use Cases

  • Fast calculation of optimal designs of arbitrary linear models with custom design bounds and optimalities.
  • Research in area of optimal designs; e.g. I am working on a new optimal design feature selection algorithm, a mixture of SFFS, D-, C- and Measurements-Costs-Optimality, allowing to perform model feature selection and measurements alternating.

Dependencies

~13MB
~286K SLoC