Changelog

SymbolicRegressionToolkit-1.4.0 (2025-10-28)

• Updated documentation
• Rewrote the SR_dataset and SR_benchmark classes
• New readme and logo

New Features:

• Added ResultAugmenter to augment result of evaluation with additional measures, simplification of best expressions, etc.
• Added distance measures
• Added BED as a possible ranking measure for evaluation

SymbolicRegressionToolkit-1.3.2 (2025-07-07)

• Updated documentation

New Feature:

• Added a way to generate expressions
• Expression simplification now more or less works

Bug Fixes:

• Feynman dataset and Nguyen datasets are now almost done
• Small fixes to different functionalities

SymbolicRegressionToolkit-1.2.6 (2025-04-26)

• Updated documentation
• Added the change log

New Features:

• Expressions can now be transformed into latex code
• Added Dataset and benchmark objects that create evaluators for Symbolic Regression models
• Added modified versions of feynman and nguyen benchmarks

Bug Fixes:

• Fixed expressions with constants only evaluating to one value instead of an array

SymbolicRegressionToolkit-1.1.0 (2024-12-10)

• Project restructure

New Features:

• Added documentation
• Expanded upon examples

SymbolicRegressionToolkit-1.0.0 (2024-12-06)

• Initial release
• Expression compilation
• Parameter estimation
• Model evaluation
• Examples for parameter estimation and performance evaluation