SimonBlanke Gradient-Free-Optimizers issues

SimonBlanke / Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

https://simonblanke.github.io/gradient-free-optimizers-documentation

MIT License

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issues

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Add support for type-hints

#56 SimonBlanke opened 1 day ago
0
Bump pytest from 8.3.2 to 8.3.3

#55 dependabot[bot] closed 1 month ago
0
Add docstrings to public API

#54 SimonBlanke opened 2 months ago
0
Bump pytest from 7.4.4 to 8.3.2

#53 dependabot[bot] closed 3 months ago
0
Bug in Powell's Method: Limited angle when changing direction

#51 SimonBlanke opened 3 months ago
0
Bug in Evolution Strategy: Missing parameter evolution of individuals

#50 SimonBlanke opened 3 months ago
0
Can these methods be applied to llama model training?

#49 AnonymityGithub closed 2 weeks ago
21
add Differential-Evolution algorithm

#48 SimonBlanke closed 3 months ago
3
Add extensive parameter testing for all optimization algorithms

#47 SimonBlanke opened 6 months ago
0
Implement genetic algorithm

#46 igaloly closed 3 months ago
5
Sporadic "out of bounds"-error in smbo for very large search-spaces

#43 SimonBlanke opened 10 months ago
0
add Ant-Colony-Optimization Algorithm

#42 SimonBlanke opened 11 months ago
0
works with pandas < 2 and pandas 2

#41 joshua-gould closed 1 year ago
1
add support for continuous parameter ranges

#40 SimonBlanke opened 1 year ago
4
add support to maximize and minimize objective-function

#39 SimonBlanke opened 1 year ago
1
Add replacement parameter to smbo

#38 SimonBlanke closed 6 months ago
2
is this compatible with pytorch models?

#37 ethansmith2000 closed 1 year ago
1
Support Keyword Arguments as non-optimizable parameters in the optimization goal function

#36 StHowling closed 1 year ago
2
Tests fail in github actions but pass locally

#35 SimonBlanke closed 1 year ago
0
Fix python 3.11 random seeding

#34 23pointsNorth closed 2 years ago
2
Add support for constrained optimization

#33 SimonBlanke closed 1 year ago
7
API changes for v2

#32 SimonBlanke opened 2 years ago
1
Bug in DIRECT Search if search-space contains an array of length == 1

#31 SimonBlanke closed 2 months ago
1
Categorical distribution

#30 alex-hh closed 1 year ago
7
Automatically increase number of initial positions if n_population increases

#29 SimonBlanke closed 2 years ago
1
Additional acquisition functions for sequence model-based optimization

#28 SimonBlanke opened 2 years ago
0
Lipschitz Optimizer

#27 SimonBlanke closed 2 years ago
1
Spiral Optimization

#26 SimonBlanke closed 2 years ago
3
Set invalid proposal in opt function

#25 23pointsNorth closed 2 years ago
3
RuntimeWarning about np.exp() overflow

#24 wollala closed 2 years ago
1
ImportError: cannot import name 'gcd' from 'fractions'

#23 d416 closed 2 years ago
2
AttributeError: "Optimizer" object has no attribute 'search_data'

#22 SimonBlanke closed 2 years ago
3
search_space cannot be larger than 32?

#21 beckhamwjc closed 2 years ago
7
only integer scalar arrays can be converted to a scalar index

#20 k-aliyah closed 2 years ago
2
High dimensional search space limit

#19 23pointsNorth closed 2 years ago
3
Grid Search variant

#18 tgdn closed 2 years ago
5
Enforce plain list types on positions/values between converters.

#17 0liu closed 3 years ago
1
Whether to support non-numeric variables

#16 isCopyman closed 3 years ago
2
Integer parameter value changed to floating type

#15 0liu closed 3 years ago
8
Early stopping

#14 0liu closed 3 years ago
6
"warm_start_smbo" does not filter out np.inf

#13 SimonBlanke closed 3 years ago
0
Question about search space design and API

#12 SimonBlanke closed 3 years ago
5
ValueError: high is out of bounds for int32

#11 321HG closed 3 years ago
8
Grid search variant

#10 SimonBlanke closed 2 years ago
9
cleanup warm_start_smbo data

#9 SimonBlanke closed 3 years ago
0
DIRECT optimizer

#8 SimonBlanke closed 2 years ago
4
Powell's Method optimizer

#7 SimonBlanke closed 3 years ago
4
Nelder-Mead-/Downhill-simplex- optimizer

#6 SimonBlanke closed 3 years ago
4
Errors when there is only one option for a hyperparameter

#5 SimonBlanke closed 3 years ago
4
Handle np.inf or -np.inf returned by objective function

#4 SimonBlanke closed 3 years ago
3