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sequentia 2.0.2 documentation
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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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I
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K
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L
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M
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N
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P
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Q
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__init__() (sequentia.datasets.base.SequentialDataset method)
(sequentia.models.hmm.classifier.HMMClassifier method)
(sequentia.models.hmm.variants.CategoricalHMM method)
(sequentia.models.hmm.variants.GaussianMixtureHMM method)
(sequentia.models.knn.classifier.KNNClassifier method)
(sequentia.models.knn.regressor.KNNRegressor method)
(sequentia.preprocessing.transforms.IndependentFunctionTransformer method)
A
add_model() (sequentia.models.hmm.classifier.HMMClassifier method)
add_models() (sequentia.models.hmm.classifier.HMMClassifier method)
aic() (sequentia.models.hmm.variants.CategoricalHMM method)
(sequentia.models.hmm.variants.GaussianMixtureHMM method)
B
bic() (sequentia.models.hmm.variants.CategoricalHMM method)
(sequentia.models.hmm.variants.GaussianMixtureHMM method)
C
CategoricalHMM (class in sequentia.models.hmm.variants)
classes (sequentia.datasets.base.SequentialDataset property)
(sequentia.models.hmm.classifier.HMMClassifier attribute)
(sequentia.models.knn.classifier.KNNClassifier attribute)
compute_distance_matrix() (sequentia.models.knn.classifier.KNNClassifier method)
(sequentia.models.knn.regressor.KNNRegressor method)
copy() (sequentia.datasets.base.SequentialDataset method)
covariance (sequentia.models.hmm.variants.GaussianMixtureHMM attribute)
D
DIAGONAL (sequentia.enums.CovarianceMode attribute)
dtw() (sequentia.models.knn.classifier.KNNClassifier method)
(sequentia.models.knn.regressor.KNNRegressor method)
E
ERGODIC (sequentia.enums.TopologyMode attribute)
F
fit() (sequentia.models.hmm.classifier.HMMClassifier method)
(sequentia.models.hmm.variants.CategoricalHMM method)
(sequentia.models.hmm.variants.GaussianMixtureHMM method)
(sequentia.models.knn.classifier.KNNClassifier method)
(sequentia.models.knn.regressor.KNNRegressor method)
(sequentia.preprocessing.transforms.IndependentFunctionTransformer method)
fit_predict() (sequentia.models.hmm.classifier.HMMClassifier method)
(sequentia.models.knn.classifier.KNNClassifier method)
(sequentia.models.knn.regressor.KNNRegressor method)
fit_transform() (sequentia.preprocessing.transforms.IndependentFunctionTransformer method)
freeze() (sequentia.models.hmm.variants.CategoricalHMM method)
(sequentia.models.hmm.variants.GaussianMixtureHMM method)
FREQUENCY (sequentia.enums.PriorMode attribute)
FULL (sequentia.enums.CovarianceMode attribute)
G
GaussianMixtureHMM (class in sequentia.models.hmm.variants)
H
HMMClassifier (class in sequentia.models.hmm.classifier)
hmmlearn_kwargs (sequentia.models.hmm.variants.CategoricalHMM attribute)
(sequentia.models.hmm.variants.GaussianMixtureHMM attribute)
I
idxs (sequentia.datasets.base.SequentialDataset property)
independent (sequentia.models.knn.classifier.KNNClassifier attribute)
(sequentia.models.knn.regressor.KNNRegressor attribute)
IndependentFunctionTransformer (class in sequentia.preprocessing.transforms)
inverse_transform() (sequentia.preprocessing.transforms.IndependentFunctionTransformer method)
iter_by_class() (sequentia.datasets.base.SequentialDataset method)
K
k (sequentia.models.knn.classifier.KNNClassifier attribute)
(sequentia.models.knn.regressor.KNNRegressor attribute)
KNNClassifier (class in sequentia.models.knn.classifier)
KNNRegressor (class in sequentia.models.knn.regressor)
L
LEFT_RIGHT (sequentia.enums.TopologyMode attribute)
lengths (sequentia.datasets.base.SequentialDataset property)
LINEAR (sequentia.enums.TopologyMode attribute)
load() (sequentia.datasets.base.SequentialDataset class method)
(sequentia.models.hmm.classifier.HMMClassifier class method)
(sequentia.models.knn.classifier.KNNClassifier class method)
(sequentia.models.knn.regressor.KNNRegressor class method)
load_digits() (in module sequentia.datasets)
load_gene_families() (in module sequentia.datasets)
M
mean_filter() (in module sequentia.preprocessing.transforms)
median_filter() (in module sequentia.preprocessing.transforms)
model (sequentia.models.hmm.variants.CategoricalHMM attribute)
(sequentia.models.hmm.variants.GaussianMixtureHMM attribute)
models (sequentia.models.hmm.classifier.HMMClassifier attribute)
module
sequentia.enums
N
n_components (sequentia.models.hmm.variants.GaussianMixtureHMM attribute)
n_jobs (sequentia.models.hmm.classifier.HMMClassifier attribute)
(sequentia.models.knn.classifier.KNNClassifier attribute)
(sequentia.models.knn.regressor.KNNRegressor attribute)
n_params (sequentia.models.hmm.variants.CategoricalHMM property)
(sequentia.models.hmm.variants.GaussianMixtureHMM property)
n_states (sequentia.models.hmm.variants.CategoricalHMM attribute)
(sequentia.models.hmm.variants.GaussianMixtureHMM attribute)
P
predict() (sequentia.models.hmm.classifier.HMMClassifier method)
(sequentia.models.knn.classifier.KNNClassifier method)
(sequentia.models.knn.regressor.KNNRegressor method)
predict_log_proba() (sequentia.models.hmm.classifier.HMMClassifier method)
(sequentia.models.knn.classifier.KNNClassifier method)
predict_proba() (sequentia.models.hmm.classifier.HMMClassifier method)
(sequentia.models.knn.classifier.KNNClassifier method)
predict_scores() (sequentia.models.hmm.classifier.HMMClassifier method)
(sequentia.models.knn.classifier.KNNClassifier method)
prior (sequentia.models.hmm.classifier.HMMClassifier attribute)
Q
query_neighbors() (sequentia.models.knn.classifier.KNNClassifier method)
(sequentia.models.knn.regressor.KNNRegressor method)
R
RANDOM (sequentia.enums.TransitionMode attribute)
random_state (sequentia.models.hmm.variants.CategoricalHMM attribute)
(sequentia.models.hmm.variants.GaussianMixtureHMM attribute)
(sequentia.models.knn.classifier.KNNClassifier attribute)
(sequentia.models.knn.regressor.KNNRegressor attribute)
S
save() (sequentia.datasets.base.SequentialDataset method)
(sequentia.models.hmm.classifier.HMMClassifier method)
(sequentia.models.knn.classifier.KNNClassifier method)
(sequentia.models.knn.regressor.KNNRegressor method)
score() (sequentia.models.hmm.classifier.HMMClassifier method)
(sequentia.models.hmm.variants.CategoricalHMM method)
(sequentia.models.hmm.variants.GaussianMixtureHMM method)
(sequentia.models.knn.classifier.KNNClassifier method)
(sequentia.models.knn.regressor.KNNRegressor method)
sequentia.enums
module
SequentialDataset (class in sequentia.datasets.base)
set_state_covars() (sequentia.models.hmm.variants.GaussianMixtureHMM method)
set_state_emission_probs() (sequentia.models.hmm.variants.CategoricalHMM method)
set_state_means() (sequentia.models.hmm.variants.GaussianMixtureHMM method)
set_state_start_probs() (sequentia.models.hmm.variants.CategoricalHMM method)
(sequentia.models.hmm.variants.GaussianMixtureHMM method)
set_state_transition_probs() (sequentia.models.hmm.variants.CategoricalHMM method)
(sequentia.models.hmm.variants.GaussianMixtureHMM method)
set_state_weights() (sequentia.models.hmm.variants.GaussianMixtureHMM method)
SPHERICAL (sequentia.enums.CovarianceMode attribute)
split() (sequentia.datasets.base.SequentialDataset method)
T
TIED (sequentia.enums.CovarianceMode attribute)
topology (sequentia.models.hmm.variants.CategoricalHMM attribute)
(sequentia.models.hmm.variants.GaussianMixtureHMM attribute)
transform() (sequentia.preprocessing.transforms.IndependentFunctionTransformer method)
U
unfreeze() (sequentia.models.hmm.variants.CategoricalHMM method)
(sequentia.models.hmm.variants.GaussianMixtureHMM method)
UNIFORM (sequentia.enums.PriorMode attribute)
(sequentia.enums.TransitionMode attribute)
use_c (sequentia.models.knn.classifier.KNNClassifier attribute)
(sequentia.models.knn.regressor.KNNRegressor attribute)
W
weighting (sequentia.models.knn.classifier.KNNClassifier attribute)
(sequentia.models.knn.regressor.KNNRegressor attribute)
window (sequentia.models.knn.classifier.KNNClassifier attribute)
(sequentia.models.knn.regressor.KNNRegressor attribute)
X
X (sequentia.datasets.base.SequentialDataset property)
X_lengths (sequentia.datasets.base.SequentialDataset property)
X_y (sequentia.datasets.base.SequentialDataset property)
X_y_lengths (sequentia.datasets.base.SequentialDataset property)
Y
y (sequentia.datasets.base.SequentialDataset property)
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