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GitHub / SimonBlanke/Gradient-Free-Optimizers issues and pull requests

#56 - Add support for type-hints

Issue - State: open - Opened by SimonBlanke 9 days ago
Labels: enhancement

#55 - Bump pytest from 8.3.2 to 8.3.3

Pull Request - State: closed - Opened by dependabot[bot] 2 months ago
Labels: dependencies

#54 - Add docstrings to public API

Issue - State: open - Opened by SimonBlanke 3 months ago
Labels: enhancement

#53 - Bump pytest from 7.4.4 to 8.3.2

Pull Request - State: closed - Opened by dependabot[bot] 3 months ago
Labels: dependencies

#51 - Bug in Powell's Method: Limited angle when changing direction

Issue - State: open - Opened by SimonBlanke 4 months ago
Labels: bug

#49 - Can these methods be applied to llama model training?

Issue - State: closed - Opened by AnonymityGithub 5 months ago - 21 comments
Labels: enhancement

#48 - add Differential-Evolution algorithm

Issue - State: open - Opened by SimonBlanke 5 months ago
Labels: enhancement

#48 - add Differential-Evolution algorithm

Issue - State: closed - Opened by SimonBlanke 5 months ago - 3 comments
Labels: enhancement

#47 - Add extensive parameter testing for all optimization algorithms

Issue - State: open - Opened by SimonBlanke 7 months ago
Labels: help wanted, testing

#46 - Implement genetic algorithm

Issue - State: closed - Opened by igaloly 7 months ago - 5 comments
Labels: enhancement

#43 - Sporadic "out of bounds"-error in smbo for very large search-spaces

Issue - State: open - Opened by SimonBlanke 11 months ago
Labels: bug

#42 - add Ant-Colony-Optimization Algorithm

Issue - State: open - Opened by SimonBlanke about 1 year ago
Labels: enhancement

#41 - works with pandas < 2 and pandas 2

Pull Request - State: closed - Opened by joshua-gould over 1 year ago - 1 comment

#40 - add support for continuous parameter ranges

Issue - State: open - Opened by SimonBlanke over 1 year ago - 4 comments
Labels: enhancement

#39 - add support to maximize and minimize objective-function

Issue - State: open - Opened by SimonBlanke over 1 year ago - 1 comment
Labels: enhancement

#38 - Add replacement parameter to smbo

Issue - State: closed - Opened by SimonBlanke over 1 year ago - 2 comments
Labels: enhancement

#37 - is this compatible with pytorch models?

Issue - State: closed - Opened by ethansmith2000 almost 2 years ago - 1 comment
Labels: enhancement

#36 - Support Keyword Arguments as non-optimizable parameters in the optimization goal function

Issue - State: closed - Opened by StHowling about 2 years ago - 2 comments
Labels: enhancement

#35 - Tests fail in github actions but pass locally

Issue - State: closed - Opened by SimonBlanke about 2 years ago

#34 - Fix python 3.11 random seeding

Pull Request - State: closed - Opened by 23pointsNorth about 2 years ago - 2 comments

#33 - Add support for constrained optimization

Issue - State: closed - Opened by SimonBlanke about 2 years ago - 7 comments
Labels: enhancement, help wanted

#32 - API changes for v2

Issue - State: open - Opened by SimonBlanke about 2 years ago - 1 comment
Labels: enhancement, help wanted

#31 - Bug in DIRECT Search if search-space contains an array of length == 1

Issue - State: closed - Opened by SimonBlanke about 2 years ago - 1 comment
Labels: bug

#30 - Categorical distribution

Issue - State: closed - Opened by alex-hh about 2 years ago - 7 comments
Labels: enhancement

#29 - Automatically increase number of initial positions if n_population increases

Issue - State: closed - Opened by SimonBlanke over 2 years ago - 1 comment
Labels: enhancement

#28 - Additional acquisition functions for sequence model-based optimization

Issue - State: open - Opened by SimonBlanke over 2 years ago
Labels: enhancement

#27 - Lipschitz Optimizer

Issue - State: closed - Opened by SimonBlanke over 2 years ago - 1 comment
Labels: enhancement, help wanted, discussion

#26 - Spiral Optimization

Issue - State: closed - Opened by SimonBlanke over 2 years ago - 3 comments
Labels: enhancement, help wanted, discussion

#25 - Set invalid proposal in opt function

Issue - State: closed - Opened by 23pointsNorth over 2 years ago - 3 comments
Labels: enhancement

#24 - RuntimeWarning about np.exp() overflow

Issue - State: closed - Opened by Wollala almost 3 years ago - 1 comment
Labels: bug

#23 - ImportError: cannot import name 'gcd' from 'fractions'

Issue - State: closed - Opened by d416 almost 3 years ago - 2 comments
Labels: bug

#22 - AttributeError: "Optimizer" object has no attribute 'search_data'

Issue - State: closed - Opened by SimonBlanke almost 3 years ago - 3 comments
Labels: bug

#21 - search_space cannot be larger than 32?

Issue - State: closed - Opened by beckhamwjc almost 3 years ago - 7 comments
Labels: bug

#20 - only integer scalar arrays can be converted to a scalar index

Issue - State: closed - Opened by k-aliyah almost 3 years ago - 2 comments
Labels: bug

#19 - High dimensional search space limit

Issue - State: closed - Opened by 23pointsNorth about 3 years ago - 3 comments
Labels: bug

#18 - Grid Search variant

Pull Request - State: closed - Opened by tgdn about 3 years ago - 5 comments

#17 - Enforce plain list types on positions/values between converters.

Pull Request - State: closed - Opened by 0liu about 3 years ago - 1 comment

#16 - Whether to support non-numeric variables

Issue - State: closed - Opened by isCopyman about 3 years ago - 2 comments
Labels: enhancement

#15 - Integer parameter value changed to floating type

Issue - State: closed - Opened by 0liu over 3 years ago - 8 comments
Labels: bug, help wanted

#14 - Early stopping

Issue - State: closed - Opened by 0liu over 3 years ago - 6 comments
Labels: enhancement

#13 - "warm_start_smbo" does not filter out np.inf

Issue - State: closed - Opened by SimonBlanke over 3 years ago
Labels: bug

#12 - Question about search space design and API

Issue - State: closed - Opened by SimonBlanke over 3 years ago - 5 comments
Labels: question

#11 - ValueError: high is out of bounds for int32

Issue - State: closed - Opened by 321HG over 3 years ago - 8 comments
Labels: bug

#10 - Grid search variant

Issue - State: closed - Opened by SimonBlanke over 3 years ago - 9 comments
Labels: enhancement, help wanted, good first issue

#9 - cleanup warm_start_smbo data

Issue - State: closed - Opened by SimonBlanke over 3 years ago
Labels: enhancement, help wanted, good first issue

#8 - DIRECT optimizer

Issue - State: closed - Opened by SimonBlanke over 3 years ago - 4 comments
Labels: enhancement

#7 - Powell's Method optimizer

Issue - State: closed - Opened by SimonBlanke over 3 years ago - 4 comments
Labels: enhancement

#6 - Nelder-Mead-/Downhill-simplex- optimizer

Issue - State: closed - Opened by SimonBlanke over 3 years ago - 4 comments
Labels: enhancement, help wanted

#5 - Errors when there is only one option for a hyperparameter

Issue - State: closed - Opened by SimonBlanke almost 4 years ago - 4 comments
Labels: bug

#4 - Handle np.inf or -np.inf returned by objective function

Issue - State: closed - Opened by SimonBlanke almost 4 years ago - 3 comments

#3 - MemoryError for large search spaces in smb-optimizers

Issue - State: closed - Opened by SimonBlanke almost 4 years ago - 3 comments
Labels: enhancement, help wanted

#2 - API for v1.0.0 of Gradient-Free-Optimizers

Issue - State: closed - Opened by SimonBlanke almost 4 years ago - 6 comments
Labels: enhancement, help wanted

#1 - "out-of-memory"-error in initializer with high dimensional search space

Issue - State: closed - Opened by SimonBlanke almost 4 years ago - 11 comments
Labels: bug, help wanted, good first issue