SimonBlanke/Gradient-Free-Optimizers

Issues

• Add support for type-hints

  #56 opened 9 days ago by SimonBlanke
  0

• Can these methods be applied to llama model training?

  #49 opened 22 days ago by AnonymityGithub
  21

• Add docstrings to public API

  #54 opened 3 months ago by SimonBlanke
  0

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

  #31 opened 3 months ago by SimonBlanke
  1

• Bug in Powell's Method: Limited angle when changing direction

  #51 opened 4 months ago by SimonBlanke
  0

• Bug in Evolution Strategy: Missing parameter evolution of individuals

  #50 opened 4 months ago by SimonBlanke
  0

• Implement genetic algorithm

  #46 opened 4 months ago by igaloly
  5

• add Differential-Evolution algorithm

  #48 opened 4 months ago by SimonBlanke
  3

• API changes for v2

  #32 opened 2 years ago by SimonBlanke
  1

• add Ant-Colony-Optimization Algorithm

  #42 opened a year ago by SimonBlanke
  0

• Add replacement parameter to smbo

  #38 opened 7 months ago by SimonBlanke
  2

• Add extensive parameter testing for all optimization algorithms

  #47 opened 7 months ago by SimonBlanke
  0

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

  #43 opened 10 months ago by SimonBlanke
  0

• add support for continuous parameter ranges

  #40 opened 2 years ago by SimonBlanke
  4

• add support to maximize and minimize objective-function

  #39 opened 2 years ago by SimonBlanke
  1

• Add support for constrained optimization

  #33 opened 2 years ago by SimonBlanke
  7

• Tests fail in github actions but pass locally

  #35 opened 2 years ago by SimonBlanke
  0

• Categorical distribution

  #30 opened 2 years ago by alex-hh
  7

• is this compatible with pytorch models?

  #37 opened 2 years ago by ethansmith2000
  1

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

  #36 opened 2 years ago by StHowling
  2

• DIRECT optimizer

  #8 opened 2 years ago by SimonBlanke
  4

• Automatically increase number of initial positions if n_population increases

  #29 opened 2 years ago by SimonBlanke
  1

• Spiral Optimization

  #26 opened 2 years ago by SimonBlanke
  3

• Lipschitz Optimizer

  #27 opened 2 years ago by SimonBlanke
  1

• Additional acquisition functions for sequence model-based optimization

  #28 opened 2 years ago by SimonBlanke
  0

• MemoryError for large search spaces in smb-optimizers

  #3 opened 2 years ago by SimonBlanke
  3

• Set invalid proposal in opt function

  #25 opened 3 years ago by 23pointsNorth
  3

• search_space cannot be larger than 32?

  #21 opened 3 years ago by beckhamwjc
  7

• RuntimeWarning about np.exp() overflow

  #24 opened 3 years ago by wollala
  1

• ImportError: cannot import name 'gcd' from 'fractions'

  #23 opened 3 years ago by d416
  2

• AttributeError: "Optimizer" object has no attribute 'search_data'

  #22 opened 3 years ago by SimonBlanke
  3

• High dimensional search space limit

  #19 opened 3 years ago by 23pointsNorth
  3

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

  #1 opened 3 years ago by SimonBlanke
  11

• API for v1.0.0 of Gradient-Free-Optimizers

  #2 opened 3 years ago by SimonBlanke
  6

• only integer scalar arrays can be converted to a scalar index

  #20 opened 3 years ago by k-aliyah
  2

• Grid search variant

  #10 opened 3 years ago by SimonBlanke
  9

• Nelder-Mead-/Downhill-simplex- optimizer

  #6 opened 3 years ago by SimonBlanke
  4

• Powell's Method optimizer

  #7 opened 3 years ago by SimonBlanke
  4

• Integer parameter value changed to floating type

  #15 opened 3 years ago by 0liu
  8

• Whether to support non-numeric variables

  #16 opened 3 years ago by isCopyman
  2

• Early stopping

  #14 opened 3 years ago by 0liu
  6

• cleanup warm_start_smbo data

  #9 opened 4 years ago by SimonBlanke
  0

• "warm_start_smbo" does not filter out np.inf

  #13 opened 4 years ago by SimonBlanke
  0

• Question about search space design and API

  #12 opened 4 years ago by SimonBlanke
  5

• ValueError: high is out of bounds for int32

  #11 opened 4 years ago by 321HG
  8

• Errors when there is only one option for a hyperparameter

  #5 opened 4 years ago by SimonBlanke
  4

• Handle np.inf or -np.inf returned by objective function

  #4 opened 4 years ago by SimonBlanke
  3