nextstep
Installation:
Installation
API Docs:
nextstep.feature_engineering module
nextstep.feature_selection module
nextstep.getData subpackage
nextstep.model subpackage
nextstep
Docs
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Index
Index
A
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B
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C
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E
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G
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J
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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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X
A
adaboost (class in nextstep.model.adaboost)
arima (class in nextstep.model.arima)
autocorrelation() (nextstep.model.arima.arima method)
(nextstep.model.sarima.sarima method)
B
base_model (class in nextstep.model.base_model)
build_model() (nextstep.model.adaboost.adaboost method)
(nextstep.model.arima.arima method)
(nextstep.model.lstm.lstm_univariate method)
(nextstep.model.random_forest.random_forest method)
(nextstep.model.sarima.sarima method)
(nextstep.model.XGboost.XGboost method)
C
concat_columns() (in module nextstep.feature_engineering)
concat_rows() (in module nextstep.feature_engineering)
E
evaluation() (nextstep.model.base_model.base_model method)
G
get_features_from_RFE() (in module nextstep.feature_selection)
get_features_from_SelectKBest() (in module nextstep.feature_selection)
get_selector_from_RFE() (in module nextstep.feature_selection)
get_selector_from_SelectKBest() (in module nextstep.feature_selection)
get_weather_data() (in module nextstep.getData.weather)
J
join() (in module nextstep.feature_engineering)
L
lstm_univariate (class in nextstep.model.lstm)
M
majority_voting() (in module nextstep.feature_selection)
module
nextstep.feature_engineering
nextstep.feature_selection
nextstep.getData.oil
nextstep.getData.weather
nextstep.model.adaboost
nextstep.model.arima
nextstep.model.base_model
nextstep.model.lstm
nextstep.model.random_forest
nextstep.model.sarima
nextstep.model.XGboost
N
nextstep.feature_engineering
module
nextstep.feature_selection
module
nextstep.getData.oil
module
nextstep.getData.weather
module
nextstep.model.adaboost
module
nextstep.model.arima
module
nextstep.model.base_model
module
nextstep.model.lstm
module
nextstep.model.random_forest
module
nextstep.model.sarima
module
nextstep.model.XGboost
module
O
oil_price() (in module nextstep.getData.oil)
P
partial_autocorrelation() (nextstep.model.arima.arima method)
(nextstep.model.sarima.sarima method)
predict() (nextstep.model.adaboost.adaboost method)
(nextstep.model.lstm.lstm_univariate method)
(nextstep.model.random_forest.random_forest method)
(nextstep.model.sarima.sarima method)
(nextstep.model.XGboost.XGboost method)
predict_next_n() (nextstep.model.arima.arima method)
(nextstep.model.sarima.sarima method)
R
random_forest (class in nextstep.model.random_forest)
residual_density_plot() (nextstep.model.arima.arima method)
(nextstep.model.sarima.sarima method)
residual_plot() (nextstep.model.arima.arima method)
(nextstep.model.sarima.sarima method)
S
sarima (class in nextstep.model.sarima)
select_features_by_majority_voting() (in module nextstep.feature_selection)
split() (nextstep.model.base_model.base_model method)
split_noshuffle() (nextstep.model.base_model.base_model method)
X
XGboost (class in nextstep.model.XGboost)