Class Hierarchy

This inheritance list is sorted roughly, but not completely, alphabetically:

[detail level 1234]

▼Calignment_history
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchState	Class for the beam search state
▼Calignments
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchDecoderFinalOutput	Class for the final output of the BeamSearchDecoder
▼CBahdanauAttention
Cnabu.neuralnetworks.components.attention.BahdanauAttention	Normal Bahdanau Style attention
Cnabu.neuralnetworks.components.attention.LocationAwareAttention	Attention mechanism that is location aware
Cnabu.neuralnetworks.components.attention.WindowedAttention	Attention mechanism that is location aware
▼Ccell_states
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchState	Class for the beam search state
▼CDecoder
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchDecoder	Beam search decode
▼Cfinished
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchState	Class for the beam search state
▼Clengths
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchDecoderFinalOutput	Class for the final output of the BeamSearchDecoder
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchState	Class for the beam search state
▼Clogprobs
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchState	Class for the beam search state
▼Cnamedtuple
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchDecoderFinalOutput	Class for the final output of the BeamSearchDecoder
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchDecoderOutput	Class for the output of the BeamSearchDecoder
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchState	Class for the beam search state
▼Cobject
Cnabu.neuralnetworks.components.constraints.MaxNorm	Constraint for a maximum norm of the weights
▼Cnabu.neuralnetworks.decoders.decoder.Decoder	Abstract class for a decode
Cnabu.neuralnetworks.decoders.alignment_decoder.AlignmentDecoder	Gets the HMM state posteriors
Cnabu.neuralnetworks.decoders.beam_search_decoder.BeamSearchDecoder	Beam search decode
Cnabu.neuralnetworks.decoders.ctc_decoder.CTCDecoder	CTC Decode
Cnabu.neuralnetworks.decoders.feature_decoder.FeatureDecoder	Feature Decode
Cnabu.neuralnetworks.decoders.max_decoder.MaxDecoder	Max Decoder takes the maximum probability at each timestep
Cnabu.neuralnetworks.decoders.random_decoder.RandomDecoder	Decoder that returns a random sample from the output distribution
Cnabu.neuralnetworks.decoders.threshold_decoder.ThresholdDecoder	CTC Decode
▼Cnabu.neuralnetworks.evaluators.evaluator.Evaluator	General evaluator class
Cnabu.neuralnetworks.evaluators.decoder_evaluator.DecoderEvaluator	The Decoder Evaluator is used to evaluate a decode
Cnabu.neuralnetworks.evaluators.loss_evaluator.LossEvaluator	The Decoder Evaluator is used to evaluate a decode
▼Cnabu.neuralnetworks.models.ed_decoders.ed_decoder.EDDecoder	General decoder for an encoder decoder system
Cnabu.neuralnetworks.models.ed_decoders.dnn_decoder.DNNDecoder	DNN decode
Cnabu.neuralnetworks.models.ed_decoders.hotstart_decoder.HotstartDecoder	Listener object
▼Cnabu.neuralnetworks.models.ed_decoders.rnn_decoder.RNNDecoder	Speller decoder for the LAS architecture
Cnabu.neuralnetworks.models.ed_decoders.speller.Speller	Speller decoder for the LAS architecture
▼Cnabu.neuralnetworks.models.ed_encoders.ed_encoder.EDEncoder	General encoder for an encoder decoder system
Cnabu.neuralnetworks.models.ed_encoders.dblstm.DBLSTM	A deep bidirectional LSTM classifie
Cnabu.neuralnetworks.models.ed_encoders.dnn.DNN	DNN encode
Cnabu.neuralnetworks.models.ed_encoders.dummy_encoder.DummyEncoder	Encoder that does nothing
Cnabu.neuralnetworks.models.ed_encoders.hotstart_encoder.HotstartEncoder	Listener object
Cnabu.neuralnetworks.models.ed_encoders.listener.Listener	Listener object
Cnabu.neuralnetworks.models.model.Model	General class for an encoder decoder system
Cnabu.neuralnetworks.recognizer.Recognizer	Recognizer can use a model to produce decode
Cnabu.neuralnetworks.trainers.trainer.ParameterServer	Class for parameter servers
▼Cnabu.neuralnetworks.trainers.trainer.Trainer	General class outlining the training environment of a model
Cnabu.neuralnetworks.trainers.standard_trainer.StandardTrainer	Trainer with no added functionality
▼Cnabu.processing.processors.feature_computers.feature_computer.FeatureComputer	A featurecomputer is used to compute features
Cnabu.processing.processors.feature_computers.fbank.Fbank	Feature computer class to compute fbank features
Cnabu.processing.processors.feature_computers.mfcc.Mfcc	Feature computer class to compute MFCC features
▼Cnabu.processing.processors.processor.Processor	General Processor class for data processing
Cnabu.processing.processors.alignment_processor.AlignmentProcessor	Processor for kaldi alignments
Cnabu.processing.processors.audio_processor.AudioProcessor	Processor for audio files, this will compute features
Cnabu.processing.processors.binary_processor.BinaryProcessor	Processor for text data, does normalization
Cnabu.processing.processors.text_processor.TextProcessor	Processor for text data, does normalization
Cnabu.processing.processors.textfile_processor.TextFileProcessor	Processor for text data where the datalines are pointers to text files, does normalization
▼Cnabu.processing.tfreaders.tfreader.TfReader	Class for reading tfrecord files and processing them
Cnabu.processing.tfreaders.alignment_reader.AlignmentReader	Reader for kaldi alignments
Cnabu.processing.tfreaders.audio_feature_reader.AudioFeatureReader	Reader for audio features
Cnabu.processing.tfreaders.binary_reader.BinaryReader	Reader for binary sequences
Cnabu.processing.tfreaders.string_reader.StringReader	Reader for reading and encoding text data
Cnabu.processing.tfreaders.string_reader_eos.StringReaderEOS	Reader for reading and encoding text data that adds a eos token at the end of every sequence
▼Cnabu.processing.tfwriters.tfwriter.TfWriter	A class for writing the TF record files
Cnabu.processing.tfwriters.alignment_writer.AlignmentWriter	TfWriter to write kaldi alignments
Cnabu.processing.tfwriters.array_writer.ArrayWriter	TfWriter to write numpy arrays
Cnabu.processing.tfwriters.binary_writer.BinaryWriter	TfWriter to write strings
Cnabu.processing.tfwriters.string_writer.StringWriter	TfWriter to write strings
▼Cparent_ids
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchDecoderOutput	Class for the output of the BeamSearchDecoder
▼Cpredicted_ids
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchDecoderFinalOutput	Class for the final output of the BeamSearchDecoder
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchDecoderOutput	Class for the output of the BeamSearchDecoder
▼CRNNCell
Cnabu.neuralnetworks.components.rnn_cell.AttentionProjectionWrapper	This wraps an RNN cell to take the context and state and maps it to a fixed diension
Cnabu.neuralnetworks.components.rnn_cell.BypassWrapper	This will concatenate the input with the output
Cnabu.neuralnetworks.components.rnn_cell.ScopeRNNCellWrapper	This wraps an RNN cell to make sure it uses the same scope every time it's called
Cnabu.neuralnetworks.components.rnn_cell.StateOutputWrapper	This wraps an RNN cell to make it output its concatenated state instead of the output
▼Cscores
Cnabu.neuralnetworks.components.beam_search_decoder.BeamSearchDecoderFinalOutput	Class for the final output of the BeamSearchDecoder
▼CSessionRunHook
Cnabu.neuralnetworks.components.hooks.LoadAtBegin	Training hook for saving the final variables
Cnabu.neuralnetworks.components.hooks.SaveAtEnd	Training hook for saving the final variables
Cnabu.neuralnetworks.components.hooks.StopHook	Hook that makes sure all replicas terminate when session ends
Cnabu.neuralnetworks.components.hooks.ValidationSaveHook	Training hook for saving and loading the validated model