What's Changed Update backend https://github.com/MilesCranmer/PySR/pull/191 Includes high-precision constants when precision=64 Enables datasets with zero variance (to allow fitting a constant) Changes, e.g., abs(x)^y to x^y, with expressions avoided altogether for invalid input. This is because the former would sometimes give weird functional forms by exploiting the cusp at x=0. Thanks to @johanbluecreek. Full Changelog: https://github.com/MilesCranmer/PySR/compare/v0.10.4...v0.11.
What's Changed Expand nightly conda-forge tests to other Python versions by @MilesCranmer in https:...
What's Changed Update backend version with warm start fix by @MilesCranmer in https://github.com/Mi...
What's Changed Warn user when using power laws by @MilesCranmer in https://github.com/MilesCranmer/...
What's Changed Update backend with constraints fix by @MilesCranmer in https://github.com/MilesCran...
This new release updates the entire set of default PySR parameters according to the ones presented i...
What's Changed Complex-valued expressions by @MilesCranmer in https://github.com/MilesCranmer/PySR/...
What's Changed Custom complexities for operators, constants, and variables (https://github.com/Mile...
What's Changed Automated update to backend: v0.22.2 by @MilesCranmer in https://github.com/MilesCra...
What's Changed Automated update to backend: v0.22.3 by @MilesCranmer in https://github.com/MilesCra...
What's Changed Backend version update by @MilesCranmer in https://github.com/MilesCranmer/PySR/pull...
What's Changed 30-50% Faster evaluation, and perform explicit version assertion for backend by @Mil...
What's Changed Refactor of PySRRegressor by @tttc3 in https://github.com/MilesCranmer/PySR/pull/146...
What's Changed Fix PyCall not giving traceback by @MilesCranmer in https://github.com/MilesCranmer/...
What's Changed Allow user to specify full objective functions by @MilesCranmer in https://github.co...
What's Changed Refactor testing suite to have CLI by @MilesCranmer in https://github.com/MilesCranm...
What's Changed Expand nightly conda-forge tests to other Python versions by @MilesCranmer in https:...
What's Changed Update backend version with warm start fix by @MilesCranmer in https://github.com/Mi...
What's Changed Warn user when using power laws by @MilesCranmer in https://github.com/MilesCranmer/...
What's Changed Update backend with constraints fix by @MilesCranmer in https://github.com/MilesCran...
This new release updates the entire set of default PySR parameters according to the ones presented i...
What's Changed Complex-valued expressions by @MilesCranmer in https://github.com/MilesCranmer/PySR/...
What's Changed Custom complexities for operators, constants, and variables (https://github.com/Mile...
What's Changed Automated update to backend: v0.22.2 by @MilesCranmer in https://github.com/MilesCra...
What's Changed Automated update to backend: v0.22.3 by @MilesCranmer in https://github.com/MilesCra...
What's Changed Backend version update by @MilesCranmer in https://github.com/MilesCranmer/PySR/pull...
What's Changed 30-50% Faster evaluation, and perform explicit version assertion for backend by @Mil...
What's Changed Refactor of PySRRegressor by @tttc3 in https://github.com/MilesCranmer/PySR/pull/146...
What's Changed Fix PyCall not giving traceback by @MilesCranmer in https://github.com/MilesCranmer/...
What's Changed Allow user to specify full objective functions by @MilesCranmer in https://github.co...
What's Changed Refactor testing suite to have CLI by @MilesCranmer in https://github.com/MilesCranm...
What's Changed Expand nightly conda-forge tests to other Python versions by @MilesCranmer in https:...
What's Changed Update backend version with warm start fix by @MilesCranmer in https://github.com/Mi...
What's Changed Warn user when using power laws by @MilesCranmer in https://github.com/MilesCranmer/...