EventStream package¶
Subpackages¶
- EventStream.baseline package
- Submodules
- EventStream.baseline.FT_task_baseline module
- EventStream.baseline.FT_task_baseline.BaseSklearnModuleConfig
- EventStream.baseline.FT_task_baseline.ESDFlatFeatureLoader
- EventStream.baseline.FT_task_baseline.ESDFlatFeatureLoaderConfig
- EventStream.baseline.FT_task_baseline.KNNImputerConfig
- EventStream.baseline.FT_task_baseline.MinMaxScalerConfig
- EventStream.baseline.FT_task_baseline.NMFConfig
- EventStream.baseline.FT_task_baseline.PCAConfig
- EventStream.baseline.FT_task_baseline.RandomForestClassifierConfig
- EventStream.baseline.FT_task_baseline.SelectKBestConfig
- EventStream.baseline.FT_task_baseline.SimpleImputerConfig
- EventStream.baseline.FT_task_baseline.SklearnConfig
- EventStream.baseline.FT_task_baseline.StandardScalerConfig
- EventStream.baseline.FT_task_baseline.eval_binary_classification
- EventStream.baseline.FT_task_baseline.eval_multi_class_classification
- EventStream.baseline.FT_task_baseline.load_flat_rep
- EventStream.baseline.FT_task_baseline.registered_sklearn_config
- EventStream.baseline.FT_task_baseline.train_sklearn_pipeline
- EventStream.baseline.FT_task_baseline.wandb_train_sklearn
- EventStream.baseline.FT_task_baseline module
- Module contents
- Submodules
- EventStream.data package
- Submodules
- EventStream.data.config module
- EventStream.data.config.DatasetConfig
- EventStream.data.config.DatasetSchema
- EventStream.data.config.InputDFSchema
- EventStream.data.config.MeasurementConfig
- EventStream.data.config.PytorchDatasetConfig
- EventStream.data.config.SeqPaddingSide
- EventStream.data.config.SubsequenceSamplingStrategy
- EventStream.data.config.VocabularyConfig
- EventStream.data.data_embedding_layer module
- EventStream.data.dataset_base module
- EventStream.data.dataset_polars module
- EventStream.data.pytorch_dataset module
- EventStream.data.time_dependent_functor module
- EventStream.data.types module
- EventStream.data.visualize module
- EventStream.data.vocabulary module
- EventStream.data.config module
- Module contents
- Submodules
- EventStream.tasks package
- EventStream.transformer package
- Subpackages
- Submodules
- EventStream.transformer.conditionally_independent_model module
- EventStream.transformer.config module
- EventStream.transformer.config.MEAS_INDEX_GROUP_T
- EventStream.transformer.config.ATTENTION_TYPES_LIST_T
- EventStream.transformer.config.AttentionLayerType
- EventStream.transformer.config.Averaging
- EventStream.transformer.config.MetricCategories
- EventStream.transformer.config.Metrics
- EventStream.transformer.config.MetricsConfig
- EventStream.transformer.config.OptimizationConfig
- EventStream.transformer.config.Split
- EventStream.transformer.config.StructuredEventProcessingMode
- EventStream.transformer.config.StructuredTransformerConfig
- EventStream.transformer.config.TimeToEventGenerationHeadType
- EventStream.transformer.fine_tuning_model module
- EventStream.transformer.generative_layers module
- EventStream.transformer.model_output module
- EventStream.transformer.model_output.BERNOULLI_DIST_T
- EventStream.transformer.model_output.CATEGORICAL_DIST_T
- EventStream.transformer.model_output.REGRESSION_DIST_T
- EventStream.transformer.model_output.GenerativeOutputLayerBase
- EventStream.transformer.model_output.GenerativeSequenceModelLabels
- EventStream.transformer.model_output.GenerativeSequenceModelLosses
- EventStream.transformer.model_output.GenerativeSequenceModelOutput
- EventStream.transformer.model_output.GenerativeSequenceModelPredictions
- EventStream.transformer.model_output.GenerativeSequenceModelSamples
- EventStream.transformer.model_output.NestedIndexableMixin
- EventStream.transformer.model_output.StreamClassificationModelOutput
- EventStream.transformer.model_output.TransformerOutputWithPast
- EventStream.transformer.model_output.get_event_types
- EventStream.transformer.model_output.strip_unused_indices
- EventStream.transformer.nested_attention_model module
- EventStream.transformer.structured_attention module
- EventStream.transformer.transformer module
- EventStream.transformer.transformer.ConditionallyIndependentPointProcessInputLayer
- EventStream.transformer.transformer.ConditionallyIndependentPointProcessTransformer
- EventStream.transformer.transformer.InnerAttention
- EventStream.transformer.transformer.InnerBlock
- EventStream.transformer.transformer.InnerMLP
- EventStream.transformer.transformer.InnerSelfAttention
- EventStream.transformer.transformer.LearnableFrequencySinusoidalTemporalPositionEncoding
- EventStream.transformer.transformer.NestedAttentionPointProcessInputLayer
- EventStream.transformer.transformer.NestedAttentionPointProcessTransformer
- EventStream.transformer.transformer.StructuredTransformerBlock
- EventStream.transformer.transformer.StructuredTransformerPreTrainedModel
- EventStream.transformer.transformer.TemporalPositionEncoding
- EventStream.transformer.transformer.expand_mask
- EventStream.transformer.transformer.time_from_deltas
- EventStream.transformer.utils module
- EventStream.transformer.zero_shot_labeler module
- Module contents