prevision-python
v10.20.0
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Tutorials & Samples
API Reference
prevision-python
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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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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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O
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P
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Q
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R
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S
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T
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U
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V
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W
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X
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_new() (previsionio.connector.Connector class method)
A
accuracy_at_k (previsionio.metrics.TextSimilarity attribute)
Advanced (previsionio.usecase_config.Profile attribute)
ApiResource (class in previsionio.api_resource)
ApiResourceType (class in previsionio.api_resource)
AUC (previsionio.metrics.Classification attribute)
B
BaseUsecase (class in previsionio.usecase)
best_model (previsionio.usecase.BaseUsecase attribute)
best_single (previsionio.usecase.BaseUsecase attribute)
C
calinski_harabaz (previsionio.metrics.Clustering attribute)
chart() (previsionio.model.Model method)
Classification (class in previsionio.metrics)
(class in previsionio.supervised)
(previsionio.usecase_config.TypeProblem attribute)
ClassificationImages (class in previsionio.supervised)
ClassificationModel (class in previsionio.model)
Client (class in previsionio.prevision_client)
Clustering (class in previsionio.metrics)
(previsionio.usecase_config.TypeProblem attribute)
ColumnConfig (class in previsionio.usecase_config)
Connector (class in previsionio.connector)
correlation_matrix (previsionio.usecase.BaseUsecase attribute)
Counts (previsionio.usecase_config.Feature attribute)
cross_validation (previsionio.model.Model attribute)
D
data (previsionio.dataset.Dataset attribute)
DataBaseConnector (class in previsionio.connector)
Dataset (class in previsionio.dataset)
DatasetImages (class in previsionio.dataset)
DataSource (class in previsionio.datasource)
DateTime (previsionio.usecase_config.Feature attribute)
DecisionTree (previsionio.usecase_config.SimpleModel attribute)
delete() (previsionio.api_resource.ApiResource method)
(previsionio.dataset.Dataset method)
(previsionio.usecase.BaseUsecase method)
delete_prediction() (previsionio.usecase.BaseUsecase method)
delete_predictions() (previsionio.usecase.BaseUsecase method)
deploy() (previsionio.model.Model method)
download() (previsionio.dataset.Dataset class method)
drop_list (previsionio.usecase.BaseUsecase attribute)
E
edit() (previsionio.api_resource.ApiResource method)
error_rate (previsionio.metrics.Classification attribute)
(previsionio.metrics.MultiClassification attribute)
ExtraTrees (previsionio.usecase_config.LiteModel attribute)
(previsionio.usecase_config.Model attribute)
F
fastest_model (previsionio.usecase.BaseUsecase attribute)
fe_selected_list (previsionio.usecase.BaseUsecase attribute)
Feature (class in previsionio.usecase_config)
feature_importance (previsionio.model.Model attribute)
feature_stats (previsionio.usecase.BaseUsecase attribute)
fit() (previsionio.supervised.Supervised class method)
Frequency (previsionio.usecase_config.Feature attribute)
from_id() (previsionio.api_resource.ApiResource class method)
(previsionio.datasource.DataSource class method)
(previsionio.supervised.Supervised class method)
(previsionio.usecase.BaseUsecase class method)
from_name() (previsionio.api_resource.ApiResource class method)
(previsionio.supervised.Supervised class method)
FTPConnector (class in previsionio.connector)
Full (previsionio.usecase_config.Feature attribute)
(previsionio.usecase_config.LiteModel attribute)
(previsionio.usecase_config.Model attribute)
(previsionio.usecase_config.SimpleModel attribute)
G
GCPConnector (class in previsionio.connector)
get_by_name() (previsionio.dataset.Dataset class method)
get_cv() (previsionio.usecase.BaseUsecase method)
get_dynamic_performances() (previsionio.model.ClassificationModel method)
get_embedding() (previsionio.dataset.Dataset method)
get_feature_info() (previsionio.usecase.BaseUsecase method)
get_model_from_id() (previsionio.usecase.BaseUsecase method)
get_model_from_name() (previsionio.usecase.BaseUsecase method)
get_predictions() (previsionio.usecase.BaseUsecase method)
getid_from_name() (previsionio.dataset.Dataset class method)
H
HiveConnector (class in previsionio.connector)
hyperparameters (previsionio.model.Model attribute)
I
init_client() (previsionio.prevision_client.Client method)
K
KMeans (previsionio.usecase_config.Feature attribute)
L
LightGBM (previsionio.usecase_config.LiteModel attribute)
(previsionio.usecase_config.Model attribute)
LinReg (previsionio.usecase_config.LiteModel attribute)
(previsionio.usecase_config.Model attribute)
(previsionio.usecase_config.SimpleModel attribute)
list() (previsionio.api_resource.ApiResource class method)
(previsionio.connector.Connector class method)
(previsionio.dataset.Dataset class method)
(previsionio.datasource.DataSource class method)
list_databases() (previsionio.connector.DataBaseConnector method)
list_tables() (previsionio.connector.DataBaseConnector method)
lite_models_list (previsionio.usecase.BaseUsecase attribute)
LiteModel (class in previsionio.usecase_config)
log_loss (previsionio.metrics.Classification attribute)
(previsionio.metrics.MultiClassification attribute)
M
MAE (previsionio.metrics.Regression attribute)
MAPE (previsionio.metrics.Regression attribute)
Model (class in previsionio.model)
(class in previsionio.usecase_config)
model_class (previsionio.timeseries.TimeSeries attribute)
models (previsionio.usecase.BaseUsecase attribute)
mrr_at_k (previsionio.metrics.TextSimilarity attribute)
MSE (previsionio.metrics.Regression attribute)
MultiClassification (class in previsionio.metrics)
(class in previsionio.supervised)
(previsionio.usecase_config.TypeProblem attribute)
MultiClassificationImages (class in previsionio.supervised)
MultiClassificationModel (class in previsionio.model)
N
NaiveBayesClassifier (previsionio.usecase_config.LiteModel attribute)
NeuralNet (previsionio.usecase_config.LiteModel attribute)
(previsionio.usecase_config.Model attribute)
new() (previsionio.dataset.Dataset class method)
(previsionio.dataset.DatasetImages class method)
(previsionio.datasource.DataSource class method)
new_version() (previsionio.supervised.Supervised method)
Normal (previsionio.usecase_config.Profile attribute)
normal_models_list (previsionio.usecase.BaseUsecase attribute)
O
optimal_threshold (previsionio.model.ClassificationModel attribute)
P
ParamList (class in previsionio.usecase_config)
PCA (previsionio.usecase_config.Feature attribute)
PolynomialFeatures (previsionio.usecase_config.Feature attribute)
predict() (previsionio.model.Model method)
(previsionio.model.MultiClassificationModel method)
(previsionio.model.RegressionModel method)
(previsionio.usecase.BaseUsecase method)
predict_from_dataset() (previsionio.model.Model method)
(previsionio.model.TextSimilarityModel method)
(previsionio.usecase.BaseUsecase method)
predict_from_dataset_name() (previsionio.model.Model method)
predict_proba() (previsionio.model.ClassificationModel method)
(previsionio.model.MultiClassificationModel method)
(previsionio.supervised.Classification method)
(previsionio.usecase.BaseUsecase method)
predict_single() (previsionio.model.ClassificationModel method)
(previsionio.model.Model method)
(previsionio.usecase.BaseUsecase method)
previsionio.__init__ (module)
previsionio.api_resource (module)
previsionio.connector (module)
previsionio.dataset (module)
previsionio.datasource (module)
previsionio.metrics (module)
previsionio.model (module)
previsionio.prevision_client (module)
previsionio.supervised (module)
previsionio.timeseries (module)
previsionio.usecase_config (module)
print_info() (previsionio.usecase.BaseUsecase method)
Profile (class in previsionio.usecase_config)
Q
Quick (previsionio.usecase_config.Profile attribute)
R
RandomForest (previsionio.usecase_config.LiteModel attribute)
(previsionio.usecase_config.Model attribute)
Regression (class in previsionio.metrics)
(class in previsionio.supervised)
(previsionio.usecase_config.TypeProblem attribute)
RegressionImages (class in previsionio.supervised)
RegressionModel (class in previsionio.model)
request() (previsionio.prevision_client.Client method)
RMSE (previsionio.metrics.Regression attribute)
RMSLE (previsionio.metrics.Regression attribute)
running (previsionio.usecase.BaseUsecase attribute)
S
S3Connector (class in previsionio.connector)
schema (previsionio.usecase.BaseUsecase attribute)
score (previsionio.usecase.BaseUsecase attribute)
SFTPConnector (class in previsionio.connector)
share() (previsionio.usecase.BaseUsecase method)
silhouette (previsionio.metrics.Clustering attribute)
simple_models_list (previsionio.usecase.BaseUsecase attribute)
SimpleModel (class in previsionio.usecase_config)
SQLConnector (class in previsionio.connector)
start_embedding() (previsionio.dataset.Dataset method)
stop() (previsionio.usecase.BaseUsecase method)
Supervised (class in previsionio.supervised)
SupervisedImages (class in previsionio.supervised)
T
TargetEncoding (previsionio.usecase_config.Feature attribute)
test() (previsionio.connector.Connector method)
TextEmbedding (previsionio.usecase_config.Feature attribute)
TextSimilarity (class in previsionio.metrics)
TextSimilarityModel (class in previsionio.model)
TextTfidf (previsionio.usecase_config.Feature attribute)
TextWord2vect (previsionio.usecase_config.Feature attribute)
TimeSeries (class in previsionio.timeseries)
TimeWindow (class in previsionio.timeseries)
TimeWindowException
to_pandas() (previsionio.dataset.Dataset method)
(previsionio.dataset.DatasetImages method)
train_dataset (previsionio.usecase.BaseUsecase attribute)
TrainingConfig (class in previsionio.usecase_config)
TypeProblem (class in previsionio.usecase_config)
U
unshare() (previsionio.usecase.BaseUsecase method)
update_status() (previsionio.api_resource.ApiResource method)
(previsionio.usecase.BaseUsecase method)
V
verbose() (in module previsionio.__init__)
versions (previsionio.usecase.BaseUsecase attribute)
W
wait_for_prediction() (previsionio.model.Model method)
wait_until() (previsionio.usecase.BaseUsecase method)
X
XGBoost (previsionio.usecase_config.LiteModel attribute)
(previsionio.usecase_config.Model attribute)
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v: v10.20.0
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