v0.14.0

What's Changed

• Added CLI to run pysr.install() to install Julia dependencies by @w2ll2am in #298
  • Let's you install PySR with python -m pysr install rather than python -c 'import pysr; pysr.install()'
  • This CLI also has other options available (precompilation, Julia project name, etc.)

New Contributors

• @w2ll2am made their first contribution in #298

Full Changelog: v0.13.0...v0.14.0

v0.13.0

What's Changed

• Test Julia 1.9 by @MilesCranmer in #329
• Automated update to backend: v0.18.0 by @MilesCranmer in #331

Backend changes

Diff since v0.17.1

• Overload ^ if user passes explicitly (MilesCranmer/SymbolicRegression.jl#201) (@MilesCranmer)
• Upgrade DynamicExpressions to 0.8; LossFunctions to 0.10 (MilesCranmer/SymbolicRegression.jl#206) (@github-actions[bot])
• Show expressions evaluated per second (MilesCranmer/SymbolicRegression.jl#209) (@MilesCranmer)
• Cache complexity of expressions whenever possible (MilesCranmer/SymbolicRegression.jl#210) (@MilesCranmer)

Full Changelog: v0.12.3...v0.13.0

v0.12.3

What's Changed

• Highlight contributors by @MilesCranmer in #301
• Automated update to backend: v0.17.1 by @MilesCranmer in #320

Full Changelog: v0.12.2...v0.12.3

v0.12.2

What's Changed

• Add paper 'Electron Transfer Rules of Minerals under Pressure…' by @GCaptainNemo in #288
• Fix colab notebook example by @MilesCranmer in #295
• Add paper: "Data-Driven Equation Discovery of a Cloud Cover Parameterization" by @agrundner24 in #302
• Pass through enable_autodiff parameter by @MilesCranmer in #316

New Contributors

• @GCaptainNemo made their first contribution in #288
• @agrundner24 made their first contribution in #302

Full Changelog: v0.12.1...v0.12.2

v0.12.1

What's Changed

• Allow user to specify full objective functions by @MilesCranmer in #276

Full Changelog: v0.12.0...v0.12.1

v0.12.0

What's Changed

• Complex-valued expressions by @MilesCranmer in #281
• Various fixes in backend (see https://github.com/MilesCranmer/SymbolicRegression.jl/releases/tag/v0.16.0)

Full Changelog: v0.11.17...v0.12.0

v0.11.17

What's Changed

• Update backend version with warm start fix by @MilesCranmer in #271
  • This means that you can change the dataset or loss function, and warm_start=True will still work, and the losses will be re-computed.

Full Changelog: v0.11.16...v0.11.17

v0.11.16

Full Changelog: v0.11.15...v0.11.16

v0.11.15

What's Changed

• Bump backend version with data race fix by @MilesCranmer in #268
  • Incorporates depth check into constraints, rather than in mutation step.
  • Fixes one instance of a data race (appears to be remaining issues, however)

Full Changelog: v0.11.14...v0.11.15

v0.11.14

What's Changed

• Update backend with constraints fix by @MilesCranmer in #265

Full Changelog: v0.11.13...v0.11.14