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TensorFlow
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    Learn how to use TensorFlow with end-to-end examples
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    Learn framework concepts and components
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    Educational resources to master your path with TensorFlow
API
  • TensorFlow (v2.16.1)
  • Versions…
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  • LIBRARIES
  • TensorFlow.js
    Develop web ML applications in JavaScript
  • TensorFlow Lite
    Deploy ML on mobile, microcontrollers and other edge devices
  • TFX
    Build production ML pipelines
  • All libraries
    Create advanced models and extend TensorFlow
  • RESOURCES
  • Models & datasets
    Pre-trained models and datasets built by Google and the community
  • Tools
    Tools to support and accelerate TensorFlow workflows
  • Responsible AI
    Resources for every stage of the ML workflow
  • Recommendation systems
    Build recommendation systems with open source tools
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    Guide for contributing to code and documentation
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    Discussion platform for the TensorFlow community
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  • tfds
    • Overview
    • ReadConfig
    • Split
    • as_dataframe
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    • benchmark
    • builder
    • builder_cls
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    • load
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  • tfds.beam
    • Overview
    • ReadFromTFDS
    • inc_counter
  • tfds.core
    • Overview
    • BeamBasedBuilder
    • BeamMetadataDict
    • BenchmarkResult
    • BuilderConfig
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  • tfds.dataset_builders
    • Overview
    • AdhocBuilder
    • ConllBuilderConfig
    • ConllDatasetBuilder
    • ConllUBuilderConfig
    • ConllUDatasetBuilder
    • HuggingfaceDatasetBuilder
    • TfDataBuilder
    • ViewBuilder
    • ViewConfig
    • store_as_tfds_dataset
  • tfds.decode
    • Overview
    • Decoder
    • PartialDecoding
    • SkipDecoding
    • make_decoder
  • tfds.deprecated
    • Overview
    • add_checksums_dir
    • text
      • Overview
      • ByteTextEncoder
      • SubwordTextEncoder
      • TextEncoder
      • TextEncoderConfig
      • TokenTextEncoder
      • Tokenizer
  • tfds.download
    • Overview
    • ComputeStatsMode
    • DownloadConfig
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  • tfds.features
    • Overview
    • Audio
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  • tfds.folder_dataset
    • Overview
    • ImageFolder
    • TranslateFolder
    • compute_split_info
    • compute_split_info_from_directory
    • write_metadata
  • tfds.testing
    • Overview
    • DatasetBuilderTestCase