SciML/Evolutionary.jl

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Evolutionary & genetic algorithms for Julia

Stars: 352
Forks: 63
Open beginner issues: 0
Indexed issues: 29
Avg merge: 4h 2m
Merged PRs (30d): 8

Dominant language: Julia
License: No license data
Last GitHub push: Sep 11, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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29 open issues indexed

QA: Aqua/JET findings marked @test_broken pending fix Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

SciML/Evolutionary.jl#145 · Opened Jun 10, 2026
Register Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

SciML/Evolutionary.jl#136 · 3 comments · Opened May 26, 2026
Update dependencies or move to SciML? Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

SciML/Evolutionary.jl#131 · 1 comment · Opened Apr 6, 2026
At least `DE` and `GA` are completely broken Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

SciML/Evolutionary.jl#130 · Opened Jan 18, 2026
Parallel DE Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

SciML/Evolutionary.jl#128 · Opened Jan 5, 2025
MILX Operator not working with integer solutions Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/Evolutionary.jl#127 · 1 comment · Opened Apr 7, 2024
nsga2 use of StackViews only allows concrete types Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/Evolutionary.jl#126 · Opened Apr 3, 2024
Not being able to parallelize. Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

SciML/Evolutionary.jl#125 · Opened Aug 9, 2023
Crossover functions not working as intended for integer sequences? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/Evolutionary.jl#123 · Opened Jun 20, 2023
Access the population during GA evolution Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

SciML/Evolutionary.jl#122 · 1 comment · Opened Jun 9, 2023
Function with binary and real inputs Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

SciML/Evolutionary.jl#115 · 1 comment · Opened Mar 31, 2023
Default for `recombination` in `ES` causes error due to `rng` kwarg Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

SciML/Evolutionary.jl#105 · Opened Feb 7, 2023
Zero-index bug in recombination operators that use `inmap` Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 38/100

SciML/Evolutionary.jl#103 · 1 comment · Opened Dec 23, 2022
Defining intitial value for parameters as a vector for each parameter Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

SciML/Evolutionary.jl#100 · 1 comment · Opened Oct 19, 2022
Integer Problem with MILX and MIPM Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/Evolutionary.jl#99 · 11 comments · Opened Sep 8, 2022
Default `GA` and `DE` don't seem to work in v0.11.1 Open

docs enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

SciML/Evolutionary.jl#98 · 6 comments · 1 reaction · Opened Jul 28, 2022
DE rastrigin tests sometimes randomly fail Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

SciML/Evolutionary.jl#97 · Opened Mar 18, 2022
Symbolic regression examples not working in version 0.11.1 Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/Evolutionary.jl#95 · 1 comment · Opened Feb 20, 2022
Multi-population genetic algorithm Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

SciML/Evolutionary.jl#86 · 1 comment · Opened Oct 29, 2021
WorstFitnessConstraints and PenaltyConstraints examples Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

SciML/Evolutionary.jl#82 · 3 comments · Opened Mar 14, 2021
SymbolicRegression example results in overly complex expression Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/Evolutionary.jl#78 · 1 comment · Opened Jan 17, 2021
Return of status Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

SciML/Evolutionary.jl#71 · 8 comments · Opened Oct 29, 2020
no method matching NLSolversBase.NonDifferentiable Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/Evolutionary.jl#69 · 3 comments · Opened Oct 12, 2020
Plot Fitness Function for all evaluated points Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

SciML/Evolutionary.jl#67 · 1 comment · Opened Aug 18, 2020
Cannot get tutorial example to work Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/Evolutionary.jl#65 · 2 comments · Opened Aug 10, 2020
can't store iters, fitness, and best minimizer via callback Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

SciML/Evolutionary.jl#62 · 1 comment · Opened Jul 10, 2020
Solution worse than initial guess Open

SciML/Evolutionary.jl#54 · 16 comments · 1 assignee · Opened Jun 15, 2020
Parallelization Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 30/100

SciML/Evolutionary.jl#45 · 13 comments · 3 reactions · Opened Mar 18, 2020
ga fails to minimize functions with negative range Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

SciML/Evolutionary.jl#30 · 5 comments · Opened Feb 3, 2019

SciML/Evolutionary.jl

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