Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
J
|
K
|
L
|
M
|
N
|
P
|
Q
|
R
|
S
|
T
|
V
|
X
A
ACCURACY (fireflyai.enums.TargetMetric attribute)
ADABOOST (fireflyai.enums.Estimator attribute)
add_additional_time_to_completed_task() (fireflyai.resources.task.Task class method)
ALL_ANOMALY (fireflyai.enums.Estimator attribute)
(fireflyai.enums.Pipeline attribute)
(fireflyai.enums.SplittingStrategy attribute)
(fireflyai.enums.TargetMetric attribute)
ALL_CLASSIFICATION (fireflyai.enums.Estimator attribute)
(fireflyai.enums.Pipeline attribute)
(fireflyai.enums.SplittingStrategy attribute)
(fireflyai.enums.TargetMetric attribute)
ALL_CLASSIFICATION_TIMESERIES (fireflyai.enums.Estimator attribute)
(fireflyai.enums.Pipeline attribute)
(fireflyai.enums.SplittingStrategy attribute)
(fireflyai.enums.TargetMetric attribute)
ALL_MULTIVARIATE_TIMESERIES (fireflyai.enums.Estimator attribute)
(fireflyai.enums.Pipeline attribute)
(fireflyai.enums.SplittingStrategy attribute)
(fireflyai.enums.TargetMetric attribute)
ALL_REGRESSION (fireflyai.enums.Estimator attribute)
(fireflyai.enums.Pipeline attribute)
(fireflyai.enums.SplittingStrategy attribute)
(fireflyai.enums.TargetMetric attribute)
ALL_REGRESSION_TIMESERIES (fireflyai.enums.Estimator attribute)
(fireflyai.enums.Pipeline attribute)
(fireflyai.enums.SplittingStrategy attribute)
(fireflyai.enums.TargetMetric attribute)
ANOMALY_DETECTION (fireflyai.enums.ProblemType attribute)
ANOMALY_GMM (fireflyai.enums.Estimator attribute)
ANOMALY_HIST (fireflyai.enums.Estimator attribute)
ANOMALY_ISOF (fireflyai.enums.Estimator attribute)
ARIMA (fireflyai.enums.Estimator attribute)
AUC (fireflyai.enums.TargetMetric attribute)
AUTO_SAMPLE_GENERATION (fireflyai.enums.Pipeline attribute)
AVERAGE_ESTIMATOR (fireflyai.enums.Estimator attribute)
AVERAGE_MODELS (fireflyai.enums.CVStrategy attribute)
B
BALANCING (fireflyai.enums.Pipeline attribute)
BART (fireflyai.enums.Estimator attribute)
BAYESIAN_RIDGE (fireflyai.enums.Estimator attribute)
BERNOULLI_NB (fireflyai.enums.Estimator attribute)
C
cancel_task() (fireflyai.resources.task.Task class method)
CAT_BOOST (fireflyai.enums.Estimator attribute)
CATEGORICAL (fireflyai.enums.FeatureType attribute)
CLASSIFICATION (fireflyai.enums.ProblemType attribute)
COMPLEMENT_NB (fireflyai.enums.Estimator attribute)
COST_METRIC (fireflyai.enums.TargetMetric attribute)
create() (fireflyai.resources.dataset.Dataset class method)
(fireflyai.resources.datasource.Datasource class method)
(fireflyai.resources.prediction.Prediction class method)
(fireflyai.resources.task.Task class method)
create_from_dataframe() (fireflyai.resources.datasource.Datasource class method)
CROSS_VALIDATION (fireflyai.enums.ValidationStrategy attribute)
CVStrategy (class in fireflyai.enums)
D
DATA_CLEANING_POST_IMPUTATION (fireflyai.enums.Pipeline attribute)
DATA_CLEANING_PRE_IMPUTATION (fireflyai.enums.Pipeline attribute)
Dataset (class in fireflyai.resources.dataset)
Datasource (class in fireflyai.resources.datasource)
DATETIME (fireflyai.enums.FeatureType attribute)
DECISION_TREE (fireflyai.enums.Estimator attribute)
delete() (fireflyai.resources.dataset.Dataset class method)
(fireflyai.resources.datasource.Datasource class method)
(fireflyai.resources.ensemble.Ensemble class method)
(fireflyai.resources.prediction.Prediction class method)
(fireflyai.resources.task.Task class method)
E
edit_notes() (fireflyai.resources.ensemble.Ensemble class method)
(fireflyai.resources.task.Task class method)
ELASTIC_NET (fireflyai.enums.Estimator attribute)
Ensemble (class in fireflyai.resources.ensemble)
Estimator (class in fireflyai.enums)
ESTIMATOR (fireflyai.enums.Pipeline attribute)
EXPLAINABLE (fireflyai.enums.InterpretabilityLevel attribute)
EXPONENTIAL_SMOOTHING (fireflyai.enums.Estimator attribute)
EXTRA_TREES (fireflyai.enums.Estimator attribute)
F
F1 (fireflyai.enums.TargetMetric attribute)
F2 (fireflyai.enums.TargetMetric attribute)
FEATURE_EMBEDDING (fireflyai.enums.Pipeline attribute)
FEATURE_ENGINEERING (fireflyai.enums.Pipeline attribute)
FEATURE_SELECTION (fireflyai.enums.Pipeline attribute)
FEATURE_STACKING (fireflyai.enums.Pipeline attribute)
FeatureType (class in fireflyai.enums)
fireflyai.enums (module)
fireflyai.resources.dataset (module)
fireflyai.resources.datasource (module)
fireflyai.resources.ensemble (module)
fireflyai.resources.prediction (module)
fireflyai.resources.task (module)
G
GAUSSIAN_NB (fireflyai.enums.Estimator attribute)
GAUSSIAN_PROCESS (fireflyai.enums.Estimator attribute)
get() (fireflyai.resources.dataset.Dataset class method)
(fireflyai.resources.datasource.Datasource class method)
(fireflyai.resources.ensemble.Ensemble class method)
(fireflyai.resources.prediction.Prediction class method)
(fireflyai.resources.task.Task class method)
get_available_estimators() (fireflyai.resources.dataset.Dataset class method)
get_available_pipeline() (fireflyai.resources.dataset.Dataset class method)
get_available_splitting_strategy() (fireflyai.resources.dataset.Dataset class method)
get_available_target_metric() (fireflyai.resources.dataset.Dataset class method)
get_base_types() (fireflyai.resources.datasource.Datasource class method)
get_by_name() (fireflyai.resources.dataset.Dataset class method)
(fireflyai.resources.datasource.Datasource class method)
(fireflyai.resources.task.Task class method)
get_ensemble_confusion_matrix() (fireflyai.resources.ensemble.Ensemble class method)
get_ensemble_roc_curve() (fireflyai.resources.ensemble.Ensemble class method)
get_ensemble_summary_report() (fireflyai.resources.ensemble.Ensemble class method)
get_ensemble_test_prediction_sample() (fireflyai.resources.ensemble.Ensemble class method)
get_feature_types() (fireflyai.resources.datasource.Datasource class method)
get_model_architecture() (fireflyai.resources.ensemble.Ensemble class method)
get_model_presentation() (fireflyai.resources.ensemble.Ensemble class method)
get_model_sensitivity_report() (fireflyai.resources.ensemble.Ensemble class method)
get_task_progress() (fireflyai.resources.task.Task class method)
get_task_result() (fireflyai.resources.task.Task class method)
get_type_warnings() (fireflyai.resources.datasource.Datasource class method)
GRADIENT_BOOSTING (fireflyai.enums.Estimator attribute)
H
HOLDOUT (fireflyai.enums.ValidationStrategy attribute)
I
IMPUTATION (fireflyai.enums.Pipeline attribute)
InterpretabilityLevel (class in fireflyai.enums)
J
JACCARD (fireflyai.enums.TargetMetric attribute)
K
K_NEAREST_NEIGHBORS (fireflyai.enums.Estimator attribute)
L
LARS (fireflyai.enums.Estimator attribute)
LAST_MODEL (fireflyai.enums.CVStrategy attribute)
LDA (fireflyai.enums.Estimator attribute)
LIBLINEAR_SVC (fireflyai.enums.Estimator attribute)
LIBLINEAR_SVR (fireflyai.enums.Estimator attribute)
LIBSVM_SVC (fireflyai.enums.Estimator attribute)
LIBSVM_SVR (fireflyai.enums.Estimator attribute)
LIGHT_GRADIENT_BOOSTING (fireflyai.enums.Estimator attribute)
list() (fireflyai.resources.dataset.Dataset class method)
(fireflyai.resources.datasource.Datasource class method)
(fireflyai.resources.ensemble.Ensemble class method)
(fireflyai.resources.prediction.Prediction class method)
(fireflyai.resources.task.Task class method)
LOG_LOSS (fireflyai.enums.TargetMetric attribute)
LOGREG (fireflyai.enums.Estimator attribute)
M
MAE (fireflyai.enums.TargetMetric attribute)
MAE_DISCRETE (fireflyai.enums.TargetMetric attribute)
MAPE (fireflyai.enums.TargetMetric attribute)
MEDIAN_AE (fireflyai.enums.TargetMetric attribute)
MSE (fireflyai.enums.TargetMetric attribute)
MULTINOMIAL_NB (fireflyai.enums.Estimator attribute)
N
NN_KERAS_SEQUENTIAL (fireflyai.enums.Estimator attribute)
NORMALIZED_GINI (fireflyai.enums.TargetMetric attribute)
NORMALIZED_MAE (fireflyai.enums.TargetMetric attribute)
NORMALIZED_MSE (fireflyai.enums.TargetMetric attribute)
NORMALIZED_MUTUAL_INFO (fireflyai.enums.TargetMetric attribute)
NORMALIZED_RMSE (fireflyai.enums.TargetMetric attribute)
NUMERICAL (fireflyai.enums.FeatureType attribute)
P
PASSIVE_AGGRESSIVE (fireflyai.enums.Estimator attribute)
pause_task() (fireflyai.resources.task.Task class method)
Pipeline (class in fireflyai.enums)
PRECISE (fireflyai.enums.InterpretabilityLevel attribute)
Prediction (class in fireflyai.resources.prediction)
prepare_data() (fireflyai.resources.datasource.Datasource class method)
ProblemType (class in fireflyai.enums)
PROJ_LOGIT (fireflyai.enums.Estimator attribute)
Q
QDA (fireflyai.enums.Estimator attribute)
R
R1 (fireflyai.enums.TargetMetric attribute)
R2 (fireflyai.enums.TargetMetric attribute)
RANDOM_FOREST (fireflyai.enums.Estimator attribute)
RANSAC (fireflyai.enums.Estimator attribute)
RECALL_MACRO (fireflyai.enums.TargetMetric attribute)
refit() (fireflyai.resources.task.Task class method)
REGRESSION (fireflyai.enums.ProblemType attribute)
rerun_task() (fireflyai.resources.task.Task class method)
resume_task() (fireflyai.resources.task.Task class method)
RIDGE_CLASSIFICATION (fireflyai.enums.Estimator attribute)
RIDGE_REGRESSION (fireflyai.enums.Estimator attribute)
RMSE (fireflyai.enums.TargetMetric attribute)
RMSLE (fireflyai.enums.TargetMetric attribute)
RMSPE (fireflyai.enums.TargetMetric attribute)
S
SGD (fireflyai.enums.Estimator attribute)
SHUFFLED (fireflyai.enums.SplittingStrategy attribute)
SIGNED_SUM (fireflyai.enums.TargetMetric attribute)
SplittingStrategy (class in fireflyai.enums)
STRATIFIED (fireflyai.enums.SplittingStrategy attribute)
T
TargetMetric (class in fireflyai.enums)
Task (class in fireflyai.resources.task)
TEXT (fireflyai.enums.FeatureType attribute)
TEXT_PREPROCESSING (fireflyai.enums.Pipeline attribute)
TIME_ORDER (fireflyai.enums.SplittingStrategy attribute)
TIME_SERIES_AUTO_FEATURES (fireflyai.enums.Pipeline attribute)
TIMESERIES_ANOMALY_DETECTION (fireflyai.enums.ProblemType attribute)
TIMESERIES_CLASSIFICATION (fireflyai.enums.ProblemType attribute)
TIMESERIES_REGRESSION (fireflyai.enums.ProblemType attribute)
train() (fireflyai.resources.dataset.Dataset class method)
V
ValidationStrategy (class in fireflyai.enums)
X
XGRADIENT_BOOSTING (fireflyai.enums.Estimator attribute)
Related Topics
Documentation overview
Quick search