py4ai.data.model package

Data model module.

In this module the data types used in py4ai framework are defined.

Submodules

• py4ai.data.model.core module
  • BaseIterable
    • BaseIterable.cached
    • BaseIterable.empty()
    • BaseIterable.items
    • BaseIterable.type
  • BaseRange
    • BaseRange.business_days
    • BaseRange.days
    • BaseRange.end
    • BaseRange.minutes_15
    • BaseRange.overlaps()
    • BaseRange.range()
    • BaseRange.start
  • CachedIterable
    • CachedIterable.cached
    • CachedIterable.empty()
    • CachedIterable.from_iterable()
    • CachedIterable.items
  • CompositeRange
    • CompositeRange.end
    • CompositeRange.overlaps()
    • CompositeRange.range()
    • CompositeRange.simplify()
    • CompositeRange.start
  • DillSerialization
    • DillSerialization.load()
    • DillSerialization.write()
  • IterGenerator
    • IterGenerator.iterator
  • IterableUtilsMixin
    • IterableUtilsMixin.batch()
    • IterableUtilsMixin.cached_type
    • IterableUtilsMixin.filter()
    • IterableUtilsMixin.foreach()
    • IterableUtilsMixin.from_element()
    • IterableUtilsMixin.lazy_type
    • IterableUtilsMixin.map()
    • IterableUtilsMixin.take()
    • IterableUtilsMixin.to_cached()
    • IterableUtilsMixin.to_lazy()
  • LazyIterable
    • LazyIterable.cached
    • LazyIterable.empty()
    • LazyIterable.from_iterable()
    • LazyIterable.items
  • PickleSerialization
    • PickleSerialization.load()
    • PickleSerialization.write()
  • Range
    • Range.end
    • Range.overlaps()
    • Range.range()
    • Range.start
  • RegisterLazyCachedIterables
    • RegisterLazyCachedIterables.register_cached()
    • RegisterLazyCachedIterables.register_lazy()
  • Serializable
    • Serializable.load()
    • Serializable.write()
• py4ai.data.model.ml module
  • CachedDataset
    • CachedDataset.cached_type
    • CachedDataset.lazy_type
    • CachedDataset.to_df()
    • CachedDataset.union()
  • DatasetUtilsMixin
    • DatasetUtilsMixin.asPandasDataset
    • DatasetUtilsMixin.cached_type
    • DatasetUtilsMixin.checkNames()
    • DatasetUtilsMixin.getFeaturesAs()
    • DatasetUtilsMixin.getLabelsAs()
    • DatasetUtilsMixin.lazy_type
    • DatasetUtilsMixin.type
    • DatasetUtilsMixin.union()
  • LazyDataset
    • LazyDataset.cached_type
    • LazyDataset.features()
    • LazyDataset.getFeaturesAs()
    • LazyDataset.getLabelsAs()
    • LazyDataset.labels()
    • LazyDataset.lazy_type
    • LazyDataset.union()
    • LazyDataset.withLookback()
  • MultiFeatureSample
  • PandasDataset
    • PandasDataset.cached
    • PandasDataset.cached_type
    • PandasDataset.createObject()
    • PandasDataset.dropna()
    • PandasDataset.empty()
    • PandasDataset.features
    • PandasDataset.from_sequence()
    • PandasDataset.getFeaturesAs()
    • PandasDataset.getLabelsAs()
    • PandasDataset.index
    • PandasDataset.intersection()
    • PandasDataset.items
    • PandasDataset.labels
    • PandasDataset.lazy_type
    • PandasDataset.loc()
    • PandasDataset.takeAsPandas()
    • PandasDataset.union()
  • PandasTimeIndexedDataset
  • Sample
  • features_and_labels_to_dataset()
• py4ai.data.model.text module
  • CachedDocuments
    • CachedDocuments.cached_type
    • CachedDocuments.lazy_type
    • CachedDocuments.to_df()
  • Document
    • Document.addProperty()
    • Document.author
    • Document.getOrThrow()
    • Document.items()
    • Document.language
    • Document.properties
    • Document.removeProperty()
    • Document.setRandomUUID()
    • Document.text
  • DocumentsUtilsMixin
    • DocumentsUtilsMixin.cached_type
    • DocumentsUtilsMixin.lazy_type
    • DocumentsUtilsMixin.type
  • LazyDocuments
    • LazyDocuments.cached_type
    • LazyDocuments.lazy_type
  • generate_random_uuid()