v1.5.2

SymbolicRegression v1.5.2

Diff since v1.5.1

Merged pull requests:

• Broaden MLJ target_scitype only when using TemplateExpression (#392) (@MilesCranmer)
• Change get_tournament_selection_weights function signature (#395) (@atharvas)
• fix for turbo and bumper not being used in TemplateExpression (#399) (@MilesCranmer)

Closed issues:

• [BUG]: [MLJ Interface] SRRegressor likely has too broad a target_scitype (#390)

v1.5.1

SymbolicRegression v1.5.1

Diff since v1.5.0

Merged pull requests:

• CompatHelper: bump compat for DynamicExpressions to 1.9, (keep existing compat) (#391) (@github-actions[bot])
• fix: higher order safe operators (#396) (@MilesCranmer)
• fix: add literal_pow for composable expression (#397) (@MilesCranmer)

Closed issues:

• [BUG]: Symbolic regression fails with a dimension mismatch (#389)

v1.5.0

SymbolicRegression v1.5.0

Diff since v1.4.0

Merged pull requests:

• feat: add safe versions of asin and acos (#388) (@MilesCranmer)

v1.4.0

What's Changed

• Re-use allocations in mutation loop by @MilesCranmer in #387
• Add differential operator by @MilesCranmer in #386

Full Changelog: v1.3.1...v1.4.0

v1.3.1

SymbolicRegression v1.3.1

Diff since v1.3.0

Merged pull requests:

• refactor: reduce allocations from type assertion (#385) (@MilesCranmer)

v1.3.0

SymbolicRegression v1.3.0

Diff since v1.2.0

Merged pull requests:

• Expose recorder function for DynamicAutodiff.jl (#377) (@MilesCranmer)
• feat: allow user-specified stdin (#382) (@MilesCranmer)

Closed issues:

• [BUG]: frozen REPL in VSCode (#370)
• [Feature]: More constant symplification? (#381)

v1.2.0

SymbolicRegression v1.2.0

Diff since v1.1.0

Merged pull requests:

• fix: add missing condition_mutation_weights! to fix #378 (#379) (@MilesCranmer)

Closed issues:

• [BUG]: nested_constraints incompatible with TemplateExpression (#378)

v1.1.0

SymbolicRegression v1.1.0

Diff since v1.0.3

Merged pull requests:

• CompatHelper: bump compat for LossFunctions to 1, (keep existing compat) (#373) (@github-actions[bot])
• Fix Options.jl docs (#375) (@wsmoses)
• Fix use of logger in distributed mode (#376) (@MilesCranmer)

Closed issues:

• Multi-expression objects and fixed functional forms (#193)

v1.0.3

SymbolicRegression v1.0.3

Diff since v1.0.2

Merged pull requests:

• feat: allow argument-less TemplateExpression parts (#372) (@MilesCranmer)
• fix: predict for TemplateExpressions (#374) (@MilesCranmer)

v1.0.2

SymbolicRegression v1.0.2

Diff since v1.0.1

Merged pull requests:

• fix: widen type constraints for TemplateExpression evaluation (#371) (@MilesCranmer)