pyFUME
latest
Model Creation:
pyFUME model builder
Takagi-Sugeno Model Builder
Data Handling:
Data Loader
Data Sampler
Data Splitter
Parameter Estimation:
Clustering
Antecedent Set Estimator
Consequent Parameter Estimator
Fire Strength Calculator
Feature Selector
Model Evaluation:
Model tester
pyFUME
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Index
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Index
A
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B
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C
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D
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F
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G
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H
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K
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L
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M
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N
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O
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P
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S
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T
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W
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Z
A
AntecedentEstimator (class in pyfume.EstimateAntecendentSet)
B
BuildTSFIS (class in pyfume.BuildTakagiSugeno)
C
calculate_error() (pyfume.pyfume.pyFUME method)
calculate_fire_strength() (pyfume.FireStrengthCalculator.FireStrengthCalculator method)
calculate_MAE() (pyfume.Tester.SugenoFISTester method)
calculate_MAPE() (pyfume.Tester.SugenoFISTester method)
calculate_MSE() (pyfume.Tester.SugenoFISTester method)
calculate_performance() (pyfume.Tester.SugenoFISTester method)
calculate_RMSE() (pyfume.Tester.SugenoFISTester method)
cluster() (pyfume.Clustering.Clusterer method)
Clusterer (class in pyfume.Clustering)
ConsequentEstimator (class in pyfume.EstimateConsequentParameters)
D
DataLoader (class in pyfume.LoadData)
DataSplitter (class in pyfume.Splitter)
denormalize_values() (pyfume.pyfume.pyFUME method)
determineMF() (pyfume.EstimateAntecendentSet.AntecedentEstimator method)
F
FeatureSelector (class in pyfume.FeatureSelection)
FireStrengthCalculator (class in pyfume.FireStrengthCalculator)
fst_pso_feature_selection() (pyfume.FeatureSelection.FeatureSelector method)
G
get_cluster_centers() (pyfume.pyfume.pyFUME method)
get_data() (pyfume.pyfume.pyFUME method)
get_firing_strengths() (pyfume.pyfume.pyFUME method)
get_fold_indices() (pyfume.pyfume.pyFUME method)
get_model() (pyfume.pyfume.pyFUME method)
get_performance_per_fold() (pyfume.pyfume.pyFUME method)
H
holdout() (pyfume.Splitter.DataSplitter method)
K
kfold() (pyfume.Splitter.DataSplitter method)
L
log_wrapper() (pyfume.FeatureSelection.FeatureSelector method)
M
module
pyfume.BuildTakagiSugeno
pyfume.Clustering
pyfume.EstimateAntecendentSet
pyfume.EstimateConsequentParameters
pyfume.FeatureSelection
pyfume.FireStrengthCalculator
pyfume.LoadData
pyfume.pyfume
pyfume.Sampler
pyfume.Splitter
pyfume.Tester
N
normalize_values() (pyfume.pyfume.pyFUME method)
O
oversample() (pyfume.Sampler.Sampler method)
P
predict() (pyfume.Tester.SugenoFISTester method)
predict_label() (pyfume.pyfume.pyFUME method)
predict_test_data() (pyfume.pyfume.pyFUME method)
pyFUME (class in pyfume.pyfume)
pyfume.BuildTakagiSugeno
module
pyfume.Clustering
module
pyfume.EstimateAntecendentSet
module
pyfume.EstimateConsequentParameters
module
pyfume.FeatureSelection
module
pyfume.FireStrengthCalculator
module
pyfume.LoadData
module
pyfume.pyfume
module
pyfume.Sampler
module
pyfume.Splitter
module
pyfume.Tester
module
S
Sampler (class in pyfume.Sampler)
SugenoFISTester (class in pyfume.Tester)
suglms() (pyfume.EstimateConsequentParameters.ConsequentEstimator method)
T
test_model() (pyfume.pyfume.pyFUME method)
W
wrapper() (pyfume.FeatureSelection.FeatureSelector method)
Z
zero_order() (pyfume.EstimateConsequentParameters.ConsequentEstimator method)
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