rodrigo-arenas/Sklearn-genetic-opt
ML hyperparameters tuning and features selection, using evolutionary algorithms.
PythonMIT
Issues
- 2
Compatibility with Parallel Processing Methods
#152 opened by mxhsin - 2
Improved code for "Example: Hyperparameters Tuning" Which can use "GASearchCV" for hyperparameter optimization with a "RandomForestClassifier".
#149 opened by MAhmadUzair - 4
- 4
Cannot install from conda-forge into Python 3.11 environment even with all dependencies met
#138 opened by RNarayan73 - 3
Modify the params of the GASearchCV
#145 opened by JuanCamilo-R - 3
Search should include not only estimator parameters but also possible estimators
#146 opened by lbrito2023 - 3
[FEATURE] Model checkpoint save/load
#137 opened by rodrigo-arenas - 3
How can I supress sklearn warnings when calling the GASearchCV fit method?
#142 opened by JuanCamilo-R - 1
[FEATURE] Early stopping
#143 opened by 1055I3 - 5
The number of selected features == population size?
#141 opened by imxtx - 3
How to select features when needing to perform extra computation on the selected features before feeding into SVM?
#139 opened by imxtx - 2
[FEATURE] Save an evolved_estimator?
#83 opened by siran1996 - 2
[FEATURE] Using numpy array instead of Python list to describe selected features of an individual
#133 opened by juju21555 - 4
test_tensorboard_callback failures
#134 opened by opoplawski - 5
AttributeError: FitnessMax when running GASearchCV on a pipeline containing GAFeatureSelectionCV
#131 opened by RNarayan73 - 3
[FEATURE] Conda package
#112 opened by abianco88 - 7
RuntimeError: Cannot clone object GAFeatureSelectionCV(...), as the constructor either does not set or modifies parameter estimator
#127 opened by RNarayan73 - 3
Question about selection and crossover
#130 opened by mario-sanz - 2
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- 2
Out of bounds fitness value
#118 opened by lorenzodelmedico - 1
[FEATURE] Support for XGBoost early stopping
#108 opened by hrampadarath - 2
- 1
Contributing to this project
#113 opened by pierrechagn - 21
Improve documentation and examples
#101 opened by rodrigo-arenas - 1
AssertionError: Assigned values have not the same length than fitness weights
#109 opened by RNarayan73 - 1
`pip install sklearn-genetic-opt[all]` not working
#106 opened by mario-sanz - 9
MLPClassifier - ValueError: shuffle must be either True or False, got True.
#77 opened by windowshopr - 4
Random seed
#94 opened by trainorp - 2
- 4
- 5
Wrong output for GAFeatureSelectionCV only when using max_features for RandomForestClassifier
#88 opened by cewinharhar - 3
Can a vector of weights be specified in `param_grid` within GASearchCV (somehow)?
#91 opened by sgbaird - 2
- 3
- 5
[FEATURE] Add in CTRL + C Early Stopping!
#75 opened by windowshopr - 11
[FEATURE] Report multiple scoring metrics
#63 opened by poroc300 - 3
- 2
Version attribute does not seem to work
#80 opened by rasbt - 3
[FEATURE] GAFeaturesSelectionCV
#56 opened by rodrigo-arenas - 5
change [FEATURE]
#76 opened by Fancy-angel - 2
[Docs] External references
#53 opened by rodrigo-arenas - 2
- 2
- 3
- 2
- 0
[FEATURE] Extend Callbacks Methods
#52 opened by rodrigo-arenas