All modules for which code is available
- autoflow.constants
- autoflow.data_process.impute.delete_nan
- autoflow.ensemble.base
- autoflow.ensemble.mean.regressor
- autoflow.ensemble.stack.base
- autoflow.ensemble.stack.classifier
- autoflow.ensemble.stack.regressor
- autoflow.ensemble.trained_data_fetcher
- autoflow.ensemble.trials_fetcher
- autoflow.ensemble.utils
- autoflow.ensemble.vote.classifier
- autoflow.estimator.base
- autoflow.estimator.classifier
- autoflow.estimator.regressor
- autoflow.evaluation.base
- autoflow.evaluation.ensemble_evaluator
- autoflow.evaluation.train_evaluator
- autoflow.feature_engineer.compress.f1_score
- autoflow.feature_engineer.compress.pearson
- autoflow.feature_engineer.compress.similarity_base
- autoflow.feature_engineer.compress.variance
- autoflow.feature_engineer.encode.label_encode
- autoflow.feature_engineer.operate.drop_all
- autoflow.feature_engineer.transform.guassion_tranform
- autoflow.hdl.hdl_constructor
- autoflow.hdl.smac
- autoflow.hdl.utils
- autoflow.hdl2shps.hdl2shps
- autoflow.manager.data_manager
- autoflow.manager.resource_manager
- autoflow.metrics
- autoflow.pipeline.components.base
- autoflow.pipeline.components.classification.adaboost
- autoflow.pipeline.components.classification.bernoulli_nb
- autoflow.pipeline.components.classification.catboost
- autoflow.pipeline.components.classification.decision_tree
- autoflow.pipeline.components.classification.extra_trees
- autoflow.pipeline.components.classification.gaussian_nb
- autoflow.pipeline.components.classification.gradient_boosting
- autoflow.pipeline.components.classification.knn
- autoflow.pipeline.components.classification.lda
- autoflow.pipeline.components.classification.linearsvc
- autoflow.pipeline.components.classification.svc
- autoflow.pipeline.components.classification.lightgbm
- autoflow.pipeline.components.classification.logistic_regression
- autoflow.pipeline.components.classification.multinomial_nb
- autoflow.pipeline.components.classification.qda
- autoflow.pipeline.components.classification.random_forest
- autoflow.pipeline.components.classification.sgd
- autoflow.pipeline.components.classification_base
- autoflow.pipeline.components.data_process_base
- autoflow.pipeline.components.feature_engineer_base
- autoflow.pipeline.components.preprocessing.abnormal.isolation_forest
- autoflow.pipeline.components.preprocessing.balance.over_sample.adasyn
- autoflow.pipeline.components.preprocessing.balance.over_sample.borderline_smote
- autoflow.pipeline.components.preprocessing.balance.over_sample.kmeans_smote
- autoflow.pipeline.components.preprocessing.balance.over_sample.random
- autoflow.pipeline.components.preprocessing.balance.over_sample.smote
- autoflow.pipeline.components.preprocessing.balance.over_sample.smotenc
- autoflow.pipeline.components.preprocessing.balance.over_sample.svmsmote
- autoflow.pipeline.components.preprocessing.balance.under_sample.all_knn
- autoflow.pipeline.components.preprocessing.balance.under_sample.cluster_centroids
- autoflow.pipeline.components.preprocessing.balance.under_sample.condensed_nearest_neighbour
- autoflow.pipeline.components.preprocessing.balance.under_sample.edited_nearest_neighbours
- autoflow.pipeline.components.preprocessing.balance.under_sample.instance_hardness_threshold
- autoflow.pipeline.components.preprocessing.balance.under_sample.near_miss
- autoflow.pipeline.components.preprocessing.balance.under_sample.neighbourhood_cleaning_rule
- autoflow.pipeline.components.preprocessing.balance.under_sample.one_sided_selection
- autoflow.pipeline.components.preprocessing.balance.under_sample.random
- autoflow.pipeline.components.preprocessing.balance.under_sample.repeated_edited_nearest_neighbours
- autoflow.pipeline.components.preprocessing.balance.under_sample.tomek_links
- autoflow.pipeline.components.preprocessing.compress.f1score
- autoflow.pipeline.components.preprocessing.compress.pearson
- autoflow.pipeline.components.preprocessing.compress.variance
- autoflow.pipeline.components.preprocessing.encode.base
- autoflow.pipeline.components.preprocessing.encode.binary
- autoflow.pipeline.components.preprocessing.encode.cat_boost
- autoflow.pipeline.components.preprocessing.encode.hash
- autoflow.pipeline.components.preprocessing.encode.label
- autoflow.pipeline.components.preprocessing.encode.leave_one_out
- autoflow.pipeline.components.preprocessing.encode.one_hot
- autoflow.pipeline.components.preprocessing.encode.target
- autoflow.pipeline.components.preprocessing.encode.weight_of_evidence
- autoflow.pipeline.components.preprocessing.expand.kitchen_sinks
- autoflow.pipeline.components.preprocessing.expand.nystroem_sampler
- autoflow.pipeline.components.preprocessing.expand.polynomial
- autoflow.pipeline.components.preprocessing.impute.delete
- autoflow.pipeline.components.preprocessing.impute.fill_abnormal
- autoflow.pipeline.components.preprocessing.impute.fill_cat
- autoflow.pipeline.components.preprocessing.impute.fill_num
- autoflow.pipeline.components.preprocessing.impute.knn
- autoflow.pipeline.components.preprocessing.operate.drop
- autoflow.pipeline.components.preprocessing.operate.merge
- autoflow.pipeline.components.preprocessing.operate.split.base
- autoflow.pipeline.components.preprocessing.operate.split.cat
- autoflow.pipeline.components.preprocessing.operate.split.cat_num
- autoflow.pipeline.components.preprocessing.operate.split.nan
- autoflow.pipeline.components.preprocessing.reduce.fast_ica
- autoflow.pipeline.components.preprocessing.reduce.feature_agglomeration
- autoflow.pipeline.components.preprocessing.reduce.kernel_pca
- autoflow.pipeline.components.preprocessing.reduce.pca
- autoflow.pipeline.components.preprocessing.reduce.random_trees_embedding
- autoflow.pipeline.components.preprocessing.reduce.truncatedSVD
- autoflow.pipeline.components.preprocessing.scale.minmax
- autoflow.pipeline.components.preprocessing.scale.normalize
- autoflow.pipeline.components.preprocessing.scale.quantile_transformer
- autoflow.pipeline.components.preprocessing.scale.robust_scaler
- autoflow.pipeline.components.preprocessing.scale.standardize
- autoflow.pipeline.components.preprocessing.select.base
- autoflow.pipeline.components.preprocessing.select.from_model_clf
- autoflow.pipeline.components.preprocessing.select.from_model_reg
- autoflow.pipeline.components.preprocessing.select.rfe_clf
- autoflow.pipeline.components.preprocessing.select.rfe_reg
- autoflow.pipeline.components.preprocessing.select.univar_clf
- autoflow.pipeline.components.preprocessing.select.univar_reg
- autoflow.pipeline.components.preprocessing.transform.power
- autoflow.pipeline.components.preprocessing.transform.quantile
- autoflow.pipeline.components.regression.adaboost
- autoflow.pipeline.components.regression.ard_regression
- autoflow.pipeline.components.regression.bayesian_ridge
- autoflow.pipeline.components.regression.catboost
- autoflow.pipeline.components.regression.decision_tree
- autoflow.pipeline.components.regression.elasticnet
- autoflow.pipeline.components.regression.extra_trees
- autoflow.pipeline.components.regression.gaussian_process
- autoflow.pipeline.components.regression.gradient_boosting
- autoflow.pipeline.components.regression.knn
- autoflow.pipeline.components.regression.kernel_ridge
- autoflow.pipeline.components.regression.linearsvr
- autoflow.pipeline.components.regression.lightgbm
- autoflow.pipeline.components.regression.random_forest
- autoflow.pipeline.components.regression.sgd
- autoflow.pipeline.components.regression_base
- autoflow.pipeline.components.utils
- autoflow.pipeline.dataframe
- autoflow.pipeline.pipeline
- autoflow.shp2dhp.shp2dhp
- autoflow.tuner
- autoflow.utils.array
- autoflow.utils.concurrence
- autoflow.utils.config_space
- autoflow.utils.data
- autoflow.utils.dataframe
- autoflow.utils.dict
- autoflow.utils.graphviz
- autoflow.utils.hash
- autoflow.utils.klass
- autoflow.utils.list
- autoflow.utils.logging
- autoflow.utils.logging_
- autoflow.utils.math
- autoflow.utils.math_
- autoflow.utils.ml_task
- autoflow.utils.packages
- autoflow.utils.peewee
- autoflow.utils.pipeline
- autoflow.utils.sys
- autoflow.utils.typing
- autoflow.utils.typing_