SeaLion
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Contents:
Installation
Regression
Neural Networks
Decision Trees
Ensemble Learning
Mixtures
Nearest Neighbors
Utilities
SeaLion
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Index
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A
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B
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C
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D
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E
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F
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G
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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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R
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S
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T
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V
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__init__() (sealion.decision_trees.DecisionTree method)
(sealion.ensemble_learning.EnsembleClassifier method)
(sealion.ensemble_learning.RandomForest method)
(sealion.mixtures.GaussianMixture method)
(sealion.nearest_neighbors.KNearestNeighbors method)
(sealion.neural_networks.models.NeuralNetwork method)
(sealion.regression.ElasticNet method)
(sealion.regression.LassoRegression method)
(sealion.regression.LogisticRegression method)
(sealion.regression.RidgeRegression method)
(sealion.regression.SoftmaxRegression method)
A
AdaBelief (class in sealion.neural_networks.optimizers)
AdaGrad (class in sealion.neural_networks.optimizers)
Adam (class in sealion.neural_networks.optimizers)
aic() (sealion.mixtures.GaussianMixture method)
anomaly_detect() (sealion.mixtures.GaussianMixture method)
average_branches() (sealion.decision_trees.DecisionTree method)
B
backward() (sealion.neural_networks.layers.Layer method)
BatchNormalization (class in sealion.neural_networks.layers)
bic() (sealion.mixtures.GaussianMixture method)
C
confidence_samples() (sealion.mixtures.GaussianMixture method)
confusion_matrix() (in module sealion.utils)
CrossEntropy (class in sealion.neural_networks.loss)
D
DecisionTree (class in sealion.decision_trees)
Dense (class in sealion.neural_networks.layers)
Dropout (class in sealion.neural_networks.layers)
E
ElasticNet (class in sealion.regression)
ELU (class in sealion.neural_networks.layers)
EnsembleClassifier (class in sealion.ensemble_learning)
evaluate() (sealion.decision_trees.DecisionTree method)
(sealion.ensemble_learning.EnsembleClassifier method)
(sealion.ensemble_learning.RandomForest method)
(sealion.nearest_neighbors.KNearestNeighbors method)
(sealion.regression.ElasticNet method)
(sealion.regression.ExponentialRegression method)
(sealion.regression.LassoRegression method)
(sealion.regression.LinearRegression method)
(sealion.regression.LogisticRegression method)
(sealion.regression.PolynomialRegression method)
(sealion.regression.RidgeRegression method)
(sealion.regression.SoftmaxRegression method)
evaluate_all_predictors() (sealion.ensemble_learning.EnsembleClassifier method)
ExponentialRegression (class in sealion.regression)
F
f1_score() (in module sealion.utils)
finalize() (sealion.neural_networks.models.NeuralNetwork method)
fit() (sealion.decision_trees.DecisionTree method)
(sealion.ensemble_learning.EnsembleClassifier method)
(sealion.ensemble_learning.RandomForest method)
(sealion.mixtures.GaussianMixture method)
(sealion.nearest_neighbors.KNearestNeighbors method)
(sealion.regression.ElasticNet method)
(sealion.regression.ExponentialRegression method)
(sealion.regression.LassoRegression method)
(sealion.regression.LinearRegression method)
(sealion.regression.LogisticRegression method)
(sealion.regression.PolynomialRegression method)
(sealion.regression.RidgeRegression method)
(sealion.regression.SoftmaxRegression method)
Flatten (class in sealion.neural_networks.layers)
forward() (sealion.neural_networks.layers.Layer method)
G
GaussianMixture (class in sealion.mixtures)
GD (class in sealion.neural_networks.optimizers)
get_best_predictor() (sealion.ensemble_learning.EnsembleClassifier method)
give_best_tree() (sealion.ensemble_learning.RandomForest method)
give_tree() (sealion.decision_trees.DecisionTree method)
K
KNearestNeighbors (class in sealion.nearest_neighbors)
L
LassoRegression (class in sealion.regression)
Layer (class in sealion.neural_networks.layers)
LeakyReLU (class in sealion.neural_networks.layers)
LinearRegression (class in sealion.regression)
LogisticRegression (class in sealion.regression)
Loss (class in sealion.neural_networks.loss)
M
Momentum (class in sealion.neural_networks.optimizers)
MSE (class in sealion.neural_networks.loss)
N
Nadam (class in sealion.neural_networks.optimizers)
NeuralNetwork (class in sealion.neural_networks.models)
O
one_hot() (in module sealion.utils)
Optimizer (class in sealion.neural_networks.optimizers)
P
PolynomialRegression (class in sealion.regression)
precision() (in module sealion.utils)
predict() (sealion.decision_trees.DecisionTree method)
(sealion.ensemble_learning.EnsembleClassifier method)
(sealion.ensemble_learning.RandomForest method)
(sealion.mixtures.GaussianMixture method)
(sealion.nearest_neighbors.KNearestNeighbors method)
(sealion.regression.ElasticNet method)
(sealion.regression.ExponentialRegression method)
(sealion.regression.LassoRegression method)
(sealion.regression.LinearRegression method)
(sealion.regression.LogisticRegression method)
(sealion.regression.PolynomialRegression method)
(sealion.regression.RidgeRegression method)
(sealion.regression.SoftmaxRegression method)
PReLU (class in sealion.neural_networks.layers)
R
RandomForest (class in sealion.ensemble_learning)
recall() (in module sealion.utils)
ReLU (class in sealion.neural_networks.layers)
reset_params() (sealion.regression.ElasticNet method)
(sealion.regression.LassoRegression method)
(sealion.regression.LogisticRegression method)
(sealion.regression.SoftmaxRegression method)
return_tree() (sealion.decision_trees.DecisionTree method)
revert_one_hot() (in module sealion.utils)
revert_softmax() (in module sealion.utils)
RidgeRegression (class in sealion.regression)
RMSProp (class in sealion.neural_networks.optimizers)
S
SELU (class in sealion.neural_networks.layers)
SGD (class in sealion.neural_networks.optimizers)
Sigmoid (class in sealion.neural_networks.layers)
soft_predict() (sealion.mixtures.GaussianMixture method)
Softmax (class in sealion.neural_networks.layers)
SoftmaxRegression (class in sealion.regression)
Swish (class in sealion.neural_networks.layers)
T
Tanh (class in sealion.neural_networks.layers)
V
visualize_clustering() (sealion.mixtures.GaussianMixture method)
visualize_elbow_curve() (sealion.mixtures.GaussianMixture method)
visualize_evaluation() (sealion.decision_trees.DecisionTree method)
(sealion.ensemble_learning.EnsembleClassifier method)
(sealion.ensemble_learning.RandomForest method)
(sealion.nearest_neighbors.KNearestNeighbors method)
(sealion.regression.ElasticNet method)
(sealion.regression.ExponentialRegression method)
(sealion.regression.LassoRegression method)
(sealion.regression.LinearRegression method)
(sealion.regression.LogisticRegression method)
(sealion.regression.PolynomialRegression method)
(sealion.regression.RidgeRegression method)
(sealion.regression.SoftmaxRegression method)
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