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tensorboard API reference

123 public APIs from tensorboard (tensorflow/tensorboard) — 96 classes, 13 functions, 14 methods. Signatures extracted by static analysis of the actual source.

Repository: tensorflow/tensorboard

KindCount
Classes96
Functions13
Methods14

API list

classtensorboard.auth.AuthContext
Authentication context within the scope of a single request.
classtensorboard.auth.AuthProvider
Authentication provider for a specific kind of credential.
classtensorboard.backend.empty_path_redirect.EmptyPathRedirectMiddleware
WSGI middleware to redirect from "" to "/".
classtensorboard.backend.event_processing.event_accumulator.AudioEvent
Contains information of an audio event.
classtensorboard.backend.event_processing.event_accumulator.HistogramEvent
Contains information of a histogram event.
classtensorboard.backend.event_processing.event_accumulator.HistogramValue
Holds the information of the histogram values.
classtensorboard.backend.event_processing.event_accumulator.ImageEvent
Contains information of an image event.
classtensorboard.backend.event_processing.event_accumulator.ScalarEvent
Contains information of a scalar event.
classtensorboard.backend.event_processing.event_accumulator.TensorEvent
A tensor event.
classtensorboard.backend.event_processing.event_file_loader.LegacyEventFileLoader
An iterator that yields parsed Event protos.
classtensorboard.backend.event_processing.plugin_event_accumulator.TensorEvent
A tensor event.
classtensorboard.backend.path_prefix.PathPrefixMiddleware
WSGI middleware for path prefixes.
classtensorboard.backend.security_validator.Directive
Content security policy directive.
classtensorboard.compat.tensorflow_stub.dtypes.DType
Represents the type of the elements in a `Tensor`.
classtensorboard.compat.tensorflow_stub.errors.CancelledError
Raised when an operation or step is cancelled.
classtensorboard.compat.tensorflow_stub.errors.OpError
A generic error that is raised when TensorFlow execution fails.
classtensorboard.compat.tensorflow_stub.errors.ResourceExhaustedError
Some resource has been exhausted.
classtensorboard.compat.tensorflow_stub.errors.UnavailableError
Raised when the runtime is currently unavailable.
classtensorboard.compat.tensorflow_stub.errors.UnknownError
Unknown error.
classtensorboard.compat.tensorflow_stub.errors.raise_exception_on_not_ok_status
Context manager to check for C API status.
classtensorboard.compat.tensorflow_stub.io.gfile.FSSpecFileSystem
Provides filesystem access via fsspec.
methodtensorboard.compat.tensorflow_stub.io.gfile.FSSpecFileSystem.join(path, *paths)
Join paths with a slash.
classtensorboard.compat.tensorflow_stub.io.gfile.LocalFileSystem
Provides local fileystem access.
methodtensorboard.compat.tensorflow_stub.io.gfile.LocalFileSystem.join(path, *paths)
Join paths with path delimiter.
classtensorboard.compat.tensorflow_stub.io.gfile.S3FileSystem
Provides filesystem access to S3.
methodtensorboard.compat.tensorflow_stub.io.gfile.S3FileSystem.join(path, *paths)
Join paths with a slash.
classtensorboard.compat.tensorflow_stub.io.gfile.StatData
Data returned from the Stat call.
functensorboard.compat.tensorflow_stub.pywrap_tensorflow.crc_finalize(crc)
Finalize CRC-32C checksum.
classtensorboard.compat.tensorflow_stub.tensor_shape.Dimension
Represents the value of one dimension in a TensorShape.
classtensorboard.compat.tensorflow_stub.tensor_shape.TensorShape
Represents the shape of a `Tensor`.
functensorboard.compat.tensorflow_stub.tensor_shape.as_dimension(value)
Converts the given value to a Dimension.
classtensorboard.context.RequestContext
Container of request-scoped values.
classtensorboard.data.grpc_provider.GrpcDataProvider
Data provider that talks over gRPC.
classtensorboard.data.ingester.DataIngester
Link between a data source and a data provider.
methodtensorboard.data.ingester.DataIngester.data_provider()
Returns a `DataProvider`.
methodtensorboard.data.ingester.DataIngester.start()
Starts ingesting data.
classtensorboard.data.provider.BlobReference
A reference to a blob.
classtensorboard.data.provider.ExperimentMetadata
Metadata about an experiment.
classtensorboard.data.provider.Hyperparameter
Metadata about a hyperparameter.
classtensorboard.data.provider.HyperparameterFilter
A constraint based on hyperparameter value.
classtensorboard.data.provider.HyperparameterFilterType
Describes how to represent filter values.
classtensorboard.data.provider.HyperparameterSessionRun
A single run in a HyperparameterSessionGroup.
classtensorboard.data.provider.HyperparameterSort
A sort criterium based on hyperparameter value.
classtensorboard.data.provider.HyperparameterSortDirection
Describes which direction to sort a value.
classtensorboard.data.provider.HyperparameterValue
A hyperparameter value.
classtensorboard.data.provider.ListHyperparametersResult
The result from calling list_hyperparameters().
classtensorboard.data.provider.Run
Metadata about a run.
classtensorboard.data.provider.RunTagFilter
Filters data by run and tag names.
classtensorboard.data.provider.ScalarDatum
A single datum in a scalar time series for a run and tag.
classtensorboard.data.provider.TensorDatum
A single datum in a tensor time series for a run and tag.
classtensorboard.data.server_ingester.ExistingServerDataIngester
Connect to an already running gRPC server.
classtensorboard.data.server_ingester.ServerBinary
Information about a data server binary.
classtensorboard.data.server_ingester.SubprocessServerDataIngester
Start a new data server as a subprocess.
classtensorboard.errors.InvalidArgumentError
Client specified an invalid argument.
classtensorboard.errors.PublicError
An error whose text does not contain sensitive information.
functensorboard.load_ipython_extension(ipython)
IPython API entry point.
functensorboard.main.run_main()
Initializes flags and calls main().
functensorboard.main_dev.run_main()
Initializes flags and calls main().
classtensorboard.manager.StartExecFailed
Possible return value of the `start` function.
classtensorboard.manager.StartFailed
Possible return value of the `start` function.
classtensorboard.manager.StartLaunched
Possible return value of the `start` function.
classtensorboard.manager.StartReused
Possible return value of the `start` function.
classtensorboard.manager.StartTimedOut
Possible return value of the `start` function.
classtensorboard.manager.TensorBoardInfo
Holds the information about a running TensorBoard instance.
classtensorboard.plugins.audio.audio_plugin.AudioPlugin
Audio Plugin for TensorBoard.
classtensorboard.plugins.base_plugin.BasicLoader
Simple TBLoader that's sufficient for most plugins.
classtensorboard.plugins.base_plugin.FrontendMetadata
Metadata required to render a plugin on the frontend.
classtensorboard.plugins.base_plugin.TBLoader
TBPlugin factory base class.
classtensorboard.plugins.base_plugin.TBPlugin
TensorBoard plugin interface.
methodtensorboard.plugins.base_plugin.TBPlugin.data_plugin_names()
Experimental.
classtensorboard.plugins.core.core_plugin.CorePlugin
Core plugin for TensorBoard.
classtensorboard.plugins.core.core_plugin.CorePluginLoader
CorePlugin factory.
methodtensorboard.plugins.core.core_plugin.CorePluginLoader.load(context)
Creates CorePlugin instance.
classtensorboard.plugins.custom_scalar.custom_scalars_plugin.CustomScalarsPlugin
CustomScalars Plugin for TensorBoard.
classtensorboard.plugins.debugger_v2.debugger_v2_plugin.DebuggerV2Plugin
Debugger V2 Plugin for TensorBoard.
classtensorboard.plugins.distribution.compressor.CompressedHistogramValue
Represents a value in a compressed histogram.
classtensorboard.plugins.distribution.distributions_plugin.DistributionsPlugin
Distributions Plugin for TensorBoard.
functensorboard.plugins.graph.graphs_demo.write_graph()
Demonstrate basic graph writing.
classtensorboard.plugins.graph.graphs_plugin.GraphsPlugin
Graphs Plugin for TensorBoard.
classtensorboard.plugins.histogram.histograms_plugin.HistogramsPlugin
Histograms Plugin for TensorBoard.
classtensorboard.plugins.hparams._keras.Callback
Callback for logging hyperparameters to TensorBoard.
classtensorboard.plugins.hparams.download_data.Handler
Handles a DownloadData request.
classtensorboard.plugins.hparams.error.HParamsError
Represents an error that is meaningful to the end-user.
classtensorboard.plugins.hparams.get_experiment.Handler
Handles a GetExperiment request.
functensorboard.plugins.hparams.hparams_demo.prepare_data()
Load and normalize data.
classtensorboard.plugins.hparams.hparams_plugin.HParamsPlugin
HParams Plugin for TensorBoard.
methodtensorboard.plugins.hparams.hparams_plugin.HParamsPlugin.get_plugin_apps()
See base class.
classtensorboard.plugins.hparams.list_metric_evals.Handler
Handles a ListMetricEvals request.
methodtensorboard.plugins.hparams.list_metric_evals.Handler.run()
Executes the request.
classtensorboard.plugins.hparams.list_session_groups.Handler
Handles a ListSessionGroups request.
classtensorboard.plugins.hparams.summary_v2.Discrete
A domain that takes on a fixed set of values.
classtensorboard.plugins.hparams.summary_v2.Domain
The domain of a hyperparameter.
classtensorboard.plugins.hparams.summary_v2.HParam
A hyperparameter in an experiment.
classtensorboard.plugins.hparams.summary_v2.Metric
A metric in an experiment.
classtensorboard.plugins.image.images_plugin.ImagesPlugin
Images Plugin for TensorBoard.
functensorboard.plugins.image.summary_v2.image(name, data, step=None, max_outputs=3, description=None)
Write an image summary.
classtensorboard.plugins.mesh.mesh_plugin.MeshPlugin
A plugin that serves 3D visualization of meshes.
classtensorboard.plugins.mesh.metadata.MeshTensor
A mesh tensor.
classtensorboard.plugins.metrics.metrics_loader.MetricsLoader
The loader for MetricsPlugin.
classtensorboard.plugins.metrics.metrics_plugin.MetricsPlugin
Metrics Plugin for TensorBoard.
classtensorboard.plugins.projector.projector_plugin.EmbeddingMetadata
Metadata container for an embedding.
classtensorboard.plugins.projector.projector_plugin.LRUCache
LRU cache.
classtensorboard.plugins.projector.projector_plugin.ProjectorPlugin
Embedding projector.
classtensorboard.plugins.scalar.scalars_plugin.ScalarsPlugin
Scalars Plugin for TensorBoard.
functensorboard.plugins.scalar.summary_v2.scalar(name, data, step=None, description=None)
Write a scalar summary.
functensorboard.plugins.text.summary_v2.text(name, data, step=None, description=None)
Write a text summary.
classtensorboard.plugins.text.text_plugin.TextPlugin
Text Plugin for TensorBoard.
classtensorboard.program.TensorBoard
Class for running TensorBoard.
classtensorboard.program.TensorBoardServer
Class for customizing TensorBoard WSGI app serving.
classtensorboard.summary._output.Output
Interface for emitting tensor-formatted summary data.
classtensorboard.summary._writer.Writer
Writes summary data for visualization in TensorBoard.
methodtensorboard.summary._writer.Writer.add_scalar(tag, data, step, *wall_time=None, *description=None)
Adds a scalar summary.
methodtensorboard.summary._writer.Writer.flush()
Flushes any buffered data.
classtensorboard.summary.writer.event_file_writer.EventFileWriter
Writes `Event` protocol buffers to an event file.
classtensorboard.test.TestCase
TensorBoard base test class.
classtensorboard.uploader.upload_tracker.UploadStats
Statistics of uploading.
methodtensorboard.uploader.upload_tracker.UploadStats.add_blob(blob_bytes, is_skipped)
Add a blob.
methodtensorboard.uploader.upload_tracker.UploadStats.add_plugin(plugin_name)
Add a plugin.
methodtensorboard.uploader.upload_tracker.UploadStats.add_scalars(num_scalars)
Add a batch of scalars.
classtensorboard.uploader.upload_tracker.UploadTracker
Tracker for uploader progress and status.
functensorboard.util.img_mime_type_detector.from_bytes(img_bytes:bytes) -> str
Returns the MIME type of an image from its bytes.
functensorboard.util.tb_logging.get_logger()
Returns TensorBoard logger.
functensorboard.util.tensor_util.make_tensor_proto(values, dtype=None, shape=None, verify_shape=False)
Create a TensorProto.

About this data

These signatures were extracted from the public source of tensorflow/tensorboard using Python's ast module. Argument names, default values, type annotations and return types are taken verbatim from the code. Implementation bodies are never stored. See how it works for details.

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