Index

_

__init__() (easy_rec.python.core.sampler.BaseSampler method) (easy_rec.python.core.sampler.HardNegativeSampler method) (easy_rec.python.core.sampler.HardNegativeSamplerV2 method) (easy_rec.python.core.sampler.NegativeSampler method) (easy_rec.python.core.sampler.NegativeSamplerV2 method) (easy_rec.python.feature_column.feature_column.FeatureColumnParser method) (easy_rec.python.feature_column.feature_column.FeatureKeyError method) (easy_rec.python.feature_column.feature_column.SharedEmbedding method) (easy_rec.python.feature_column.feature_group.FeatureGroup method) (easy_rec.python.inference.predictor.Predictor method) (easy_rec.python.inference.predictor.PredictorImpl method) (easy_rec.python.inference.predictor.PredictorInterface method) (easy_rec.python.input.csv_input.CSVInput method) (easy_rec.python.input.csv_input_v2.CSVInputV2 method) (easy_rec.python.input.input.Input method) (easy_rec.python.input.kafka_input.KafkaInput method) (easy_rec.python.input.odps_input.OdpsInput method) (easy_rec.python.input.odps_input_v2.OdpsInputV2 method) (easy_rec.python.input.odps_rtp_input.OdpsRTPInput method) (easy_rec.python.input.rtp_input.RTPInput method) (easy_rec.python.input.rtp_input_v2.RTPInputV2 method) (easy_rec.python.layers.dnn.DNN method) (easy_rec.python.layers.embed_input_layer.EmbedInputLayer method) (easy_rec.python.layers.fm.FM method) (easy_rec.python.layers.input_layer.InputLayer method) (easy_rec.python.layers.layer_norm.LayerNormalization method) (easy_rec.python.layers.mmoe.MMOE method) (easy_rec.python.layers.multihead_attention.MultiHeadAttention method) (easy_rec.python.layers.seq_input_layer.SeqInputLayer method) (easy_rec.python.model.autoint.AutoInt method) (easy_rec.python.model.dbmtl.DBMTL method) (easy_rec.python.model.dcn.DCN method) (easy_rec.python.model.deepfm.DeepFM method) (easy_rec.python.model.dssm.DSSM method) (easy_rec.python.model.easy_rec_estimator.EasyRecEstimator method) (easy_rec.python.model.easy_rec_model.EasyRecModel method) (easy_rec.python.model.esmm.ESMM method) (easy_rec.python.model.fm.FM method) (easy_rec.python.model.mind.MIND method) (easy_rec.python.model.mmoe.MMoE method) (easy_rec.python.model.multi_task_model.MultiTaskModel method) (easy_rec.python.model.multi_tower.MultiTower method) (easy_rec.python.model.multi_tower_bst.MultiTowerBST method) (easy_rec.python.model.multi_tower_din.MultiTowerDIN method) (easy_rec.python.model.rank_model.RankModel method) (easy_rec.python.model.simple_multi_task.SimpleMultiTask method) (easy_rec.python.model.wide_and_deep.WideAndDeep method) (easy_rec.python.utils.estimator_utils.CheckpointSaverHook method) (easy_rec.python.utils.estimator_utils.EvaluateExitBarrierHook method) (easy_rec.python.utils.estimator_utils.ExitBarrierHook method) (easy_rec.python.utils.estimator_utils.IncompatibleShapeRestoreHook method) (easy_rec.python.utils.estimator_utils.MultipleCheckpointsRestoreHook method) (easy_rec.python.utils.estimator_utils.NumpyCheckpointRestoreHook method) (easy_rec.python.utils.estimator_utils.OnlineEvaluationHook method) (easy_rec.python.utils.estimator_utils.ProgressHook method) (easy_rec.python.utils.restore_filter.CombineFilter method) (easy_rec.python.utils.restore_filter.Filter method) (easy_rec.python.utils.restore_filter.KeywordFilter method) (easy_rec.python.utils.restore_filter.ScopeDrop method)

A

add_and_norm() (easy_rec.python.model.multi_tower_bst.MultiTowerBST method) add_boundaries_to_config() (in module easy_rec.python.utils.config_util) after_create_session() (easy_rec.python.utils.estimator_utils.CheckpointSaverHook method) (easy_rec.python.utils.estimator_utils.EvaluateExitBarrierHook method) (easy_rec.python.utils.estimator_utils.ExitBarrierHook method) (easy_rec.python.utils.estimator_utils.IncompatibleShapeRestoreHook method) (easy_rec.python.utils.estimator_utils.MultipleCheckpointsRestoreHook method) (easy_rec.python.utils.estimator_utils.NumpyCheckpointRestoreHook method) after_run() (easy_rec.python.utils.estimator_utils.ProgressHook method)

AND (easy_rec.python.utils.restore_filter.Logical attribute) assert_box_normalized() (in module easy_rec.python.utils.shape_utils) assert_rank() (in module easy_rec.python.utils.shape_utils) assert_shape_equal() (in module easy_rec.python.utils.shape_utils) assert_shape_equal_along_first_dimension() (in module easy_rec.python.utils.shape_utils) attention_net() (easy_rec.python.model.multi_tower_bst.MultiTowerBST method) auto_expand_names() (in module easy_rec.python.utils.config_util) auto_expand_share_feature_configs() (in module easy_rec.python.utils.config_util) auto_import() (in module easy_rec.python.utils.load_class) AutoInt (class in easy_rec.python.model.autoint)

B

BaseSampler (class in easy_rec.python.core.sampler) batch() (easy_rec.python.inference.predictor.Predictor method) before_run() (easy_rec.python.utils.estimator_utils.CheckpointSaverHook method) (easy_rec.python.utils.estimator_utils.ProgressHook method) begin() (easy_rec.python.utils.estimator_utils.EvaluateExitBarrierHook method) (easy_rec.python.utils.estimator_utils.ExitBarrierHook method) (easy_rec.python.utils.estimator_utils.IncompatibleShapeRestoreHook method) (easy_rec.python.utils.estimator_utils.MultipleCheckpointsRestoreHook method) (easy_rec.python.utils.estimator_utils.NumpyCheckpointRestoreHook method) bst() (easy_rec.python.model.multi_tower_bst.MultiTowerBST method) build() (easy_rec.python.layers.layer_norm.LayerNormalization method) (in module easy_rec.python.builders.optimizer_builder) (in module easy_rec.python.builders.strategy_builder) (in module easy_rec.python.core.sampler) build_distribute_metric_graph() (easy_rec.python.model.rank_model.RankModel method) build_feature_output_dict() (easy_rec.python.model.deepfm.DeepFM method) (easy_rec.python.model.easy_rec_model.EasyRecModel method) build_initializer() (in module easy_rec.python.builders.hyperparams_builder) build_input_layer() (easy_rec.python.model.deepfm.DeepFM method) (easy_rec.python.model.easy_rec_model.EasyRecModel method) (easy_rec.python.model.fm.FM method) (easy_rec.python.model.wide_and_deep.WideAndDeep method) build_loss_graph() (easy_rec.python.model.dssm.DSSM method) (easy_rec.python.model.easy_rec_model.EasyRecModel method) (easy_rec.python.model.esmm.ESMM method) (easy_rec.python.model.mind.MIND method) (easy_rec.python.model.multi_task_model.MultiTaskModel method) (easy_rec.python.model.multi_tower.MultiTower method) (easy_rec.python.model.rank_model.RankModel method)

build_metric_graph() (easy_rec.python.model.dssm.DSSM method) (easy_rec.python.model.easy_rec_model.EasyRecModel method) (easy_rec.python.model.esmm.ESMM method) (easy_rec.python.model.mind.MIND method) (easy_rec.python.model.multi_task_model.MultiTaskModel method) (easy_rec.python.model.rank_model.RankModel method) build_output_dict() (easy_rec.python.model.dssm.DSSM method) (easy_rec.python.model.easy_rec_model.EasyRecModel method) build_predict_graph() (easy_rec.python.model.autoint.AutoInt method) (easy_rec.python.model.dbmtl.DBMTL method) (easy_rec.python.model.dcn.DCN method) (easy_rec.python.model.deepfm.DeepFM method) (easy_rec.python.model.dssm.DSSM method) (easy_rec.python.model.easy_rec_model.EasyRecModel method) (easy_rec.python.model.esmm.ESMM method) (easy_rec.python.model.fm.FM method) (easy_rec.python.model.mind.MIND method) (easy_rec.python.model.mmoe.MMoE method) (easy_rec.python.model.multi_tower.MultiTower method) (easy_rec.python.model.multi_tower_bst.MultiTowerBST method) (easy_rec.python.model.multi_tower_din.MultiTowerDIN method) (easy_rec.python.model.simple_multi_task.SimpleMultiTask method) (easy_rec.python.model.wide_and_deep.WideAndDeep method) build_regularizer() (in module easy_rec.python.builders.hyperparams_builder) build_rtp_output_dict() (easy_rec.python.model.dssm.DSSM method) (easy_rec.python.model.easy_rec_model.EasyRecModel method) (easy_rec.python.model.rank_model.RankModel method)

C

call() (easy_rec.python.layers.layer_norm.LayerNormalization method) call_seq_input_layer() (easy_rec.python.layers.input_layer.InputLayer method) check_class() (in module easy_rec.python.utils.load_class) check_input_field_and_types() (in module easy_rec.python.utils.odps_util) check_min_image_dim() (in module easy_rec.python.utils.shape_utils) CheckpointSaverHook (class in easy_rec.python.utils.estimator_utils) chief_to_master() (in module easy_rec.python.utils.estimator_utils) clean_up() (in module easy_rec.python.utils.test_utils) clean_up_hdfs() (in module easy_rec.python.utils.test_utils) clear_all_tmp_dirs() (in module easy_rec.python.utils.test_utils) clip_tensor() (in module easy_rec.python.utils.shape_utils) combined_static_and_dynamic_shape() (in module easy_rec.python.utils.shape_utils) CombineFilter (class in easy_rec.python.utils.restore_filter) cosine_decay_with_warmup() (in module easy_rec.python.core.learning_schedules) create_class() (easy_rec.python.inference.predictor.Predictor class method) (easy_rec.python.inference.predictor.PredictorInterface class method) (easy_rec.python.input.csv_input.CSVInput class method) (easy_rec.python.input.csv_input_v2.CSVInputV2 class method) (easy_rec.python.input.input.Input class method) (easy_rec.python.input.kafka_input.KafkaInput class method) (easy_rec.python.input.odps_input.OdpsInput class method) (easy_rec.python.input.odps_input_v2.OdpsInputV2 class method) (easy_rec.python.input.odps_rtp_input.OdpsRTPInput class method) (easy_rec.python.input.rtp_input.RTPInput class method) (easy_rec.python.input.rtp_input_v2.RTPInputV2 class method) (easy_rec.python.model.autoint.AutoInt class method) (easy_rec.python.model.dbmtl.DBMTL class method) (easy_rec.python.model.dcn.DCN class method) (easy_rec.python.model.deepfm.DeepFM class method) (easy_rec.python.model.dssm.DSSM class method) (easy_rec.python.model.easy_rec_model.EasyRecModel class method) (easy_rec.python.model.esmm.ESMM class method) (easy_rec.python.model.fm.FM class method) (easy_rec.python.model.mind.MIND class method) (easy_rec.python.model.mmoe.MMoE class method) (easy_rec.python.model.multi_task_model.MultiTaskModel class method) (easy_rec.python.model.multi_tower.MultiTower class method) (easy_rec.python.model.multi_tower_bst.MultiTowerBST class method) (easy_rec.python.model.multi_tower_din.MultiTowerDIN class method) (easy_rec.python.model.rank_model.RankModel class method) (easy_rec.python.model.simple_multi_task.SimpleMultiTask class method) (easy_rec.python.model.wide_and_deep.WideAndDeep class method)

create_input() (easy_rec.python.input.input.Input method) create_module_dir() (in module easy_rec.python.utils.io_util) create_multi_placeholders() (easy_rec.python.input.input.Input method) create_pipeline_proto_from_configs() (in module easy_rec.python.utils.config_util) create_placeholders() (easy_rec.python.input.input.Input method) CSVInput (class in easy_rec.python.input.csv_input) CSVInputV2 (class in easy_rec.python.input.csv_input_v2)

D

DBMTL (class in easy_rec.python.model.dbmtl) DCN (class in easy_rec.python.model.dcn) deep_columns (easy_rec.python.feature_column.feature_column.FeatureColumnParser property) DeepFM (class in easy_rec.python.model.deepfm) din() (easy_rec.python.model.multi_tower_din.MultiTowerDIN method) DNN (class in easy_rec.python.layers.dnn)

dnn_net() (easy_rec.python.model.multi_tower_bst.MultiTowerBST method) download() (in module easy_rec.python.utils.io_util) (in module easy_rec.python.utils.pai_util) download_and_uncompress_resource() (in module easy_rec.python.utils.io_util) download_resource() (in module easy_rec.python.utils.io_util) dropout_ratio (easy_rec.python.layers.dnn.DNN property) DSSM (class in easy_rec.python.model.dssm)

E

easy_rec.python.builders.hyperparams_builder module easy_rec.python.builders.optimizer_builder module easy_rec.python.builders.strategy_builder module easy_rec.python.core.learning_schedules module easy_rec.python.core.metrics module easy_rec.python.core.sampler module easy_rec.python.feature_column.feature_column module easy_rec.python.feature_column.feature_group module easy_rec.python.inference.predictor module easy_rec.python.input.csv_input module easy_rec.python.input.csv_input_v2 module easy_rec.python.input.input module easy_rec.python.input.kafka_input module easy_rec.python.input.odps_input module easy_rec.python.input.odps_input_v2 module easy_rec.python.input.odps_rtp_input module easy_rec.python.input.rtp_input module easy_rec.python.input.rtp_input_v2 module easy_rec.python.layers.dnn module easy_rec.python.layers.embed_input_layer module easy_rec.python.layers.fm module easy_rec.python.layers.input_layer module easy_rec.python.layers.layer_norm module easy_rec.python.layers.mmoe module easy_rec.python.layers.multihead_attention module easy_rec.python.layers.seq_input_layer module easy_rec.python.main module easy_rec.python.model.autoint module easy_rec.python.model.dbmtl module easy_rec.python.model.dcn module easy_rec.python.model.deepfm module easy_rec.python.model.dssm module easy_rec.python.model.easy_rec_estimator module

easy_rec.python.model.easy_rec_model module easy_rec.python.model.esmm module easy_rec.python.model.fm module easy_rec.python.model.mind module easy_rec.python.model.mmoe module easy_rec.python.model.multi_task_model module easy_rec.python.model.multi_tower module easy_rec.python.model.multi_tower_bst module easy_rec.python.model.multi_tower_din module easy_rec.python.model.rank_model module easy_rec.python.model.simple_multi_task module easy_rec.python.model.wide_and_deep module easy_rec.python.utils.compat module easy_rec.python.utils.config_util module easy_rec.python.utils.estimator_utils module easy_rec.python.utils.hpo_util module easy_rec.python.utils.io_util module easy_rec.python.utils.load_class module easy_rec.python.utils.odps_util module easy_rec.python.utils.pai_util module easy_rec.python.utils.restore_filter module easy_rec.python.utils.shape_utils module easy_rec.python.utils.static_shape module easy_rec.python.utils.test_utils module EasyRecEstimator (class in easy_rec.python.model.easy_rec_estimator) EasyRecModel (class in easy_rec.python.model.easy_rec_model) edit_config() (in module easy_rec.python.utils.config_util) embedding_regularization (easy_rec.python.model.easy_rec_model.EasyRecModel property) EmbedInputLayer (class in easy_rec.python.layers.embed_input_layer) end() (easy_rec.python.utils.estimator_utils.EvaluateExitBarrierHook method) (easy_rec.python.utils.estimator_utils.ExitBarrierHook method) (easy_rec.python.utils.estimator_utils.OnlineEvaluationHook method) (easy_rec.python.utils.estimator_utils.ProgressHook method) ESMM (class in easy_rec.python.model.esmm) eval_config (easy_rec.python.model.easy_rec_estimator.EasyRecEstimator property) evaluate() (in module easy_rec.python.main) EvaluateExitBarrierHook (class in easy_rec.python.utils.estimator_utils) ExitBarrierHook (class in easy_rec.python.utils.estimator_utils) exponential_decay_with_burnin() (in module easy_rec.python.core.learning_schedules) export() (in module easy_rec.python.main) export_checkpoint() (easy_rec.python.model.easy_rec_estimator.EasyRecEstimator method) export_config (easy_rec.python.model.easy_rec_estimator.EasyRecEstimator property)

F

feature_configs (easy_rec.python.model.easy_rec_estimator.EasyRecEstimator property) feature_names (easy_rec.python.feature_column.feature_group.FeatureGroup property) FeatureColumnParser (class in easy_rec.python.feature_column.feature_column) FeatureGroup (class in easy_rec.python.feature_column.feature_group)

FeatureKeyError Filter (class in easy_rec.python.utils.restore_filter) fix_oss_dir() (in module easy_rec.python.utils.io_util) FM (class in easy_rec.python.layers.fm) (class in easy_rec.python.model.fm)

G

gate() (easy_rec.python.layers.mmoe.MMOE method) gauc() (in module easy_rec.python.core.metrics) get() (easy_rec.python.core.sampler.HardNegativeSampler method) (easy_rec.python.core.sampler.HardNegativeSamplerV2 method) (easy_rec.python.core.sampler.NegativeSampler method) (easy_rec.python.core.sampler.NegativeSamplerV2 method) get_all_eval_result() (in module easy_rec.python.utils.hpo_util) get_available_gpus() (in module easy_rec.python.utils.test_utils) get_batch_size() (in module easy_rec.python.utils.static_shape) get_ckpt_version() (in module easy_rec.python.utils.estimator_utils) get_compatible_feature_configs() (in module easy_rec.python.utils.config_util) get_configs_from_pipeline_file() (in module easy_rec.python.utils.config_util) get_depth() (in module easy_rec.python.utils.static_shape) get_grouped_vars() (easy_rec.python.model.easy_rec_model.EasyRecModel method) (easy_rec.python.model.wide_and_deep.WideAndDeep method) get_hdfs_tmp_dir() (in module easy_rec.python.utils.test_utils) get_height() (in module easy_rec.python.utils.static_shape)

get_output_type() (easy_rec.python.inference.predictor.PredictorInterface method) get_outputs() (easy_rec.python.model.dssm.DSSM method) (easy_rec.python.model.easy_rec_model.EasyRecModel method) (easy_rec.python.model.esmm.ESMM method) (easy_rec.python.model.mind.MIND method) (easy_rec.python.model.multi_task_model.MultiTaskModel method) (easy_rec.python.model.rank_model.RankModel method) get_register_class_meta() (in module easy_rec.python.utils.load_class) get_restore_filter() (easy_rec.python.model.easy_rec_model.EasyRecModel method) get_shape_list() (in module easy_rec.python.utils.shape_utils) get_task_index_and_num() (in module easy_rec.python.utils.estimator_utils) get_tf_type() (easy_rec.python.input.input.Input method) get_tmp_dir() (in module easy_rec.python.utils.test_utils) get_wide_deep_dict() (easy_rec.python.layers.input_layer.InputLayer method) (easy_rec.python.layers.seq_input_layer.SeqInputLayer method) get_width() (in module easy_rec.python.utils.static_shape) group_name (easy_rec.python.feature_column.feature_group.FeatureGroup property)

H

HardNegativeSampler (class in easy_rec.python.core.sampler) HardNegativeSamplerV2 (class in easy_rec.python.core.sampler)

has_group() (easy_rec.python.layers.input_layer.InputLayer method) hidden_units (easy_rec.python.layers.dnn.DNN property) http_read() (in module easy_rec.python.utils.io_util)

I

import_pkg() (in module easy_rec.python.utils.load_class) in_python2() (in module easy_rec.python.utils.compat) in_python3() (in module easy_rec.python.utils.compat) IncompatibleShapeRestoreHook (class in easy_rec.python.utils.estimator_utils) Input (class in easy_rec.python.input.input) input_names (easy_rec.python.inference.predictor.Predictor property) (easy_rec.python.inference.predictor.PredictorImpl property) InputLayer (class in easy_rec.python.layers.input_layer)

instance() (easy_rec.python.core.sampler.BaseSampler class method) is_chief() (in module easy_rec.python.utils.estimator_utils) is_deep() (easy_rec.python.feature_column.feature_column.FeatureColumnParser method) is_evaluator() (in module easy_rec.python.utils.estimator_utils) is_master() (in module easy_rec.python.utils.estimator_utils) is_on_pai() (in module easy_rec.python.utils.pai_util) is_type_compatiable() (in module easy_rec.python.utils.odps_util) is_wide() (easy_rec.python.feature_column.feature_column.FeatureColumnParser method)

K

KafkaInput (class in easy_rec.python.input.kafka_input) kd (easy_rec.python.model.easy_rec_model.EasyRecModel property) keep() (easy_rec.python.utils.restore_filter.CombineFilter method) (easy_rec.python.utils.restore_filter.Filter method) (easy_rec.python.utils.restore_filter.KeywordFilter method)

KeywordFilter (class in easy_rec.python.utils.restore_filter) kill_old_proc() (in module easy_rec.python.utils.hpo_util)

L

l2_regularization (easy_rec.python.model.easy_rec_model.EasyRecModel property) latest_checkpoint() (in module easy_rec.python.utils.estimator_utils)

LayerNormalization (class in easy_rec.python.layers.layer_norm) load_by_path() (in module easy_rec.python.utils.load_class) Logical (class in easy_rec.python.utils.restore_filter)

M

manual_stepping() (in module easy_rec.python.core.learning_schedules) master_to_chief() (in module easy_rec.python.utils.estimator_utils) max_f1() (in module easy_rec.python.core.metrics) merge_shape() (in module easy_rec.python.utils.shape_utils) metric_learning_average_precision_at_k() (in module easy_rec.python.core.metrics) metric_learning_recall_at_k() (in module easy_rec.python.core.metrics) MIND (class in easy_rec.python.model.mind) MMOE (class in easy_rec.python.layers.mmoe) MMoE (class in easy_rec.python.model.mmoe) model_config (easy_rec.python.model.easy_rec_estimator.EasyRecEstimator property) module easy_rec.python.builders.hyperparams_builder easy_rec.python.builders.optimizer_builder easy_rec.python.builders.strategy_builder easy_rec.python.core.learning_schedules easy_rec.python.core.metrics easy_rec.python.core.sampler easy_rec.python.feature_column.feature_column easy_rec.python.feature_column.feature_group easy_rec.python.inference.predictor easy_rec.python.input.csv_input easy_rec.python.input.csv_input_v2 easy_rec.python.input.input easy_rec.python.input.kafka_input easy_rec.python.input.odps_input easy_rec.python.input.odps_input_v2 easy_rec.python.input.odps_rtp_input easy_rec.python.input.rtp_input easy_rec.python.input.rtp_input_v2 easy_rec.python.layers.dnn easy_rec.python.layers.embed_input_layer easy_rec.python.layers.fm easy_rec.python.layers.input_layer easy_rec.python.layers.layer_norm easy_rec.python.layers.mmoe easy_rec.python.layers.multihead_attention easy_rec.python.layers.seq_input_layer easy_rec.python.main easy_rec.python.model.autoint easy_rec.python.model.dbmtl easy_rec.python.model.dcn easy_rec.python.model.deepfm easy_rec.python.model.dssm easy_rec.python.model.easy_rec_estimator easy_rec.python.model.easy_rec_model easy_rec.python.model.esmm easy_rec.python.model.fm easy_rec.python.model.mind easy_rec.python.model.mmoe easy_rec.python.model.multi_task_model easy_rec.python.model.multi_tower easy_rec.python.model.multi_tower_bst easy_rec.python.model.multi_tower_din easy_rec.python.model.rank_model easy_rec.python.model.simple_multi_task easy_rec.python.model.wide_and_deep easy_rec.python.utils.compat easy_rec.python.utils.config_util easy_rec.python.utils.estimator_utils easy_rec.python.utils.hpo_util easy_rec.python.utils.io_util easy_rec.python.utils.load_class easy_rec.python.utils.odps_util easy_rec.python.utils.pai_util easy_rec.python.utils.restore_filter easy_rec.python.utils.shape_utils easy_rec.python.utils.static_shape easy_rec.python.utils.test_utils

multi_head_att_net() (easy_rec.python.model.multi_tower_bst.MultiTowerBST method) MultiHeadAttention (class in easy_rec.python.layers.multihead_attention) MultipleCheckpointsRestoreHook (class in easy_rec.python.utils.estimator_utils) MultiTaskModel (class in easy_rec.python.model.multi_task_model) MultiTower (class in easy_rec.python.model.multi_tower) MultiTowerBST (class in easy_rec.python.model.multi_tower_bst) MultiTowerDIN (class in easy_rec.python.model.multi_tower_din)

N

NegativeSampler (class in easy_rec.python.core.sampler) NegativeSamplerV2 (class in easy_rec.python.core.sampler) norm() (easy_rec.python.model.dssm.DSSM method) (easy_rec.python.model.mind.MIND method)

num_epochs (easy_rec.python.input.input.Input property) num_expert (easy_rec.python.layers.mmoe.MMOE property) NumpyCheckpointRestoreHook (class in easy_rec.python.utils.estimator_utils)

O

OdpsInput (class in easy_rec.python.input.odps_input) OdpsInputV2 (class in easy_rec.python.input.odps_input_v2) OdpsRTPInput (class in easy_rec.python.input.odps_rtp_input) OnlineEvaluationHook (class in easy_rec.python.utils.estimator_utils)

OR (easy_rec.python.utils.restore_filter.Logical attribute) oss_has_t_mode() (in module easy_rec.python.utils.io_util) output_names (easy_rec.python.inference.predictor.Predictor property) (easy_rec.python.inference.predictor.PredictorImpl property)

P

pad_nd() (in module easy_rec.python.utils.shape_utils) pad_or_clip_nd() (in module easy_rec.python.utils.shape_utils) pad_or_clip_tensor() (in module easy_rec.python.utils.shape_utils) pad_tensor() (in module easy_rec.python.utils.shape_utils) parse_combo_feature() (easy_rec.python.feature_column.feature_column.FeatureColumnParser method) parse_expr_feature() (easy_rec.python.feature_column.feature_column.FeatureColumnParser method) parse_id_feature() (easy_rec.python.feature_column.feature_column.FeatureColumnParser method) parse_lookup_feature() (easy_rec.python.feature_column.feature_column.FeatureColumnParser method) parse_raw_feature() (easy_rec.python.feature_column.feature_column.FeatureColumnParser method) parse_sequence_feature() (easy_rec.python.feature_column.feature_column.FeatureColumnParser method) parse_tag_feature() (easy_rec.python.feature_column.feature_column.FeatureColumnParser method) parse_tf_config() (in module easy_rec.python.utils.estimator_utils)

predict() (easy_rec.python.inference.predictor.Predictor method) (easy_rec.python.inference.predictor.PredictorImpl method) (easy_rec.python.inference.predictor.PredictorInterface method) (in module easy_rec.python.main) predict_csv() (easy_rec.python.inference.predictor.Predictor method) predict_impl() (easy_rec.python.inference.predictor.Predictor method) predict_table() (easy_rec.python.inference.predictor.Predictor method) Predictor (class in easy_rec.python.inference.predictor) PredictorImpl (class in easy_rec.python.inference.predictor) PredictorInterface (class in easy_rec.python.inference.predictor) process_config() (in module easy_rec.python.utils.pai_util) ProgressHook (class in easy_rec.python.utils.estimator_utils) python_file_to_module() (in module easy_rec.python.utils.load_class)

R

RankModel (class in easy_rec.python.model.rank_model) register_class() (in module easy_rec.python.utils.load_class) restore() (easy_rec.python.model.easy_rec_model.EasyRecModel method)

RTPInput (class in easy_rec.python.input.rtp_input) RTPInputV2 (class in easy_rec.python.input.rtp_input_v2) run_cmd() (in module easy_rec.python.utils.test_utils) RunAsSubprocess() (in module easy_rec.python.utils.test_utils)

S

save_eval_metrics() (in module easy_rec.python.utils.hpo_util) save_message() (in module easy_rec.python.utils.config_util) save_pipeline_config() (in module easy_rec.python.utils.config_util) ScopeDrop (class in easy_rec.python.utils.restore_filter) search_pb() (easy_rec.python.inference.predictor.PredictorImpl method) select_columns() (easy_rec.python.feature_column.feature_group.FeatureGroup method) SEP (easy_rec.python.utils.estimator_utils.MultipleCheckpointsRestoreHook attribute) SeqInputLayer (class in easy_rec.python.layers.seq_input_layer)

sequence_columns (easy_rec.python.feature_column.feature_column.FeatureColumnParser property) session_auc() (in module easy_rec.python.core.metrics) set_gpu_id() (in module easy_rec.python.utils.test_utils) set_on_pai() (in module easy_rec.python.utils.pai_util) SharedEmbedding (class in easy_rec.python.feature_column.feature_column) sim() (easy_rec.python.model.dssm.DSSM method) (easy_rec.python.model.mind.MIND method) SimpleMultiTask (class in easy_rec.python.model.simple_multi_task) single_call_input_layer() (easy_rec.python.layers.input_layer.InputLayer method)

T

target_attention() (easy_rec.python.layers.input_layer.InputLayer method) test() (in module easy_rec.python.utils.pai_util) test_datahub_train_eval() (in module easy_rec.python.utils.test_utils) test_distributed_train_eval() (in module easy_rec.python.utils.test_utils) test_feature_selection() (in module easy_rec.python.utils.test_utils) test_hdfs_eval() (in module easy_rec.python.utils.test_utils)

test_hdfs_export() (in module easy_rec.python.utils.test_utils) test_hdfs_train_eval() (in module easy_rec.python.utils.test_utils) test_single_train_eval() (in module easy_rec.python.utils.test_utils) train_and_evaluate() (in module easy_rec.python.main) train_config (easy_rec.python.model.easy_rec_estimator.EasyRecEstimator property) transformer_policy() (in module easy_rec.python.core.learning_schedules)

U

update() (easy_rec.python.utils.restore_filter.ScopeDrop method)

V

version (easy_rec.python.inference.predictor.PredictorInterface attribute)

W

wide_and_deep_dict (easy_rec.python.feature_column.feature_group.FeatureGroup property)

wide_columns (easy_rec.python.feature_column.feature_column.FeatureColumnParser property) WideAndDeep (class in easy_rec.python.model.wide_and_deep)

Y

yaml_replace() (in module easy_rec.python.utils.test_utils)