botiverse.models package

Subpackages

• botiverse.models.BERT package
  • Submodules
  • botiverse.models.BERT.BERT module
    • Embeddings
      • Embeddings.forward()
      • Embeddings.training
    • EncoderLayer
      • EncoderLayer.forward()
      • EncoderLayer.training
    • MultiHeadAttention
      • MultiHeadAttention.forward()
      • MultiHeadAttention.training
    • PositionWiseFeedForward
      • PositionWiseFeedForward.forward()
      • PositionWiseFeedForward.training
    • Bert
      • Bert.forward()
      • Bert.training
  • botiverse.models.BERT.config module
    • BERTConfig
  • botiverse.models.BERT.utils module
    • LoadPretrainedWeights()
    • Example()
  • Module contents
• botiverse.models.FastSpeech1 package
  • Submodules
  • botiverse.models.FastSpeech1.FastSpeech module
    • MultiHeadAttention
      • MultiHeadAttention.forward()
      • MultiHeadAttention.training
    • Conv1DNet
      • Conv1DNet.forward()
      • Conv1DNet.training
    • FFTBlock
      • FFTBlock.forward()
      • FFTBlock.training
    • SinusoidEncodingTable
      • SinusoidEncodingTable.build_table()
    • Dencoder
      • Dencoder.forward()
      • Dencoder.training
    • DurationPredictor
      • DurationPredictor.forward()
      • DurationPredictor.training
    • LengthRegulator
      • LengthRegulator.forward()
      • LengthRegulator.training
    • FastSpeech
      • FastSpeech.training
      • FastSpeech.forward()
    • TTS
      • TTS.speak()
  • Module contents
• botiverse.models.GRUClassifier package
  • Submodules
  • botiverse.models.GRUClassifier.GRUClassifier module
    • BasicGRU
      • BasicGRU.forward()
      • BasicGRU.initHidden()
      • BasicGRU.training
    • GRUTextClassifier
      • GRUTextClassifier.forward()
      • GRUTextClassifier.training
  • Module contents
• botiverse.models.LSTM package
  • Submodules
  • botiverse.models.LSTM.LSTM module
    • LSTMCell
      • LSTMCell.forward()
      • LSTMCell.training
    • LSTMX
      • LSTMX.forward()
      • LSTMX.training
    • LSTMClassifier
      • LSTMClassifier.forward()
      • LSTMClassifier.fit()
      • LSTMClassifier.predict()
      • LSTMClassifier.evaluate()
      • LSTMClassifier.save()
      • LSTMClassifier.load()
      • LSTMClassifier.training
  • Module contents
• botiverse.models.LinearClassifier package
  • Submodules
  • botiverse.models.LinearClassifier.LinearClassifier module
    • LinearClassifier
      • LinearClassifier.forward()
      • LinearClassifier.training
  • Module contents
• botiverse.models.NN package
  • Submodules
  • botiverse.models.NN.NN module
    • NeuralNet
      • NeuralNet.ADAM()
      • NeuralNet.SGD()
      • NeuralNet.backprop()
      • NeuralNet.evaluate()
      • NeuralNet.feedforward()
      • NeuralNet.fit()
      • NeuralNet.load()
      • NeuralNet.predict()
      • NeuralNet.save()
    • NNClass()
    • backprop()
    • SGD()
    • ADAM()
    • feedforward()
    • fit()
    • predict()
    • evaluate()
    • save()
    • load()
  • botiverse.models.NN.utils module
    • split_data()
    • batchify()
  • Module contents
• botiverse.models.SVM package
  • Submodules
  • botiverse.models.SVM.SVM module
    • SVM
      • SVM.linear()
      • SVM.polynomial()
      • SVM.rbf()
      • SVM.kernel_funs
      • SVM.evaluate()
      • SVM.fit()
      • SVM.multi_fit()
      • SVM.multi_predict()
      • SVM.predict()
    • SVMClass()
    • fit()
    • multi_fit()
    • predict()
    • evaluate()
    • multi_predict()
  • Module contents
• botiverse.models.T5Model package
  • Submodules
  • botiverse.models.T5Model.T5Model module
    • AttentionModule
      • AttentionModule.relative_positional_encoding()
      • AttentionModule.compute_bias()
      • AttentionModule.forward()
      • AttentionModule.training
    • NewGELUActivation
      • NewGELUActivation.forward()
      • NewGELUActivation.training
    • DenseGatedActDenseModule
      • DenseGatedActDenseModule.forward()
      • DenseGatedActDenseModule.training
    • LayerNormModule
      • LayerNormModule.forward()
      • LayerNormModule.training
    • FFModule
      • FFModule.forward()
      • FFModule.training
    • SelfAttentionModule
      • SelfAttentionModule.forward()
      • SelfAttentionModule.training
    • EncoderBlock
      • EncoderBlock.forward()
      • EncoderBlock.training
    • EncoderModule
      • EncoderModule.forward()
      • EncoderModule.training
    • CrossAttentionModule
      • CrossAttentionModule.forward()
      • CrossAttentionModule.training
    • DecoderBlock
      • DecoderBlock.forward()
      • DecoderBlock.training
    • DecoderModule
      • DecoderModule.forward()
      • DecoderModule.training
    • T5Model
      • T5Model.forward()
      • T5Model.generate()
      • T5Model.training
  • Module contents
• botiverse.models.TRIPPY package
  • Submodules
  • botiverse.models.TRIPPY.TRIPPY module
    • TRIPPY
      • TRIPPY.forward()
      • TRIPPY.training
  • botiverse.models.TRIPPY.TRIPPY_DST module
    • TRIPPYDST
      • TRIPPYDST.save_model()
      • TRIPPYDST.load_model()
      • TRIPPYDST.train()
      • TRIPPYDST.update_state()
      • TRIPPYDST.get_dialogue_state()
      • TRIPPYDST.is_all_slots_filled()
      • TRIPPYDST.delete_slots()
      • TRIPPYDST.reset()
  • botiverse.models.TRIPPY.config module
    • TRIPPYConfig
  • botiverse.models.TRIPPY.data module
    • fix_slot_list()
    • read_raw_data()
    • create_slot_span()
    • create_inputs()
    • is_informed()
    • get_refered_slot()
    • create_labels()
    • create_data()
    • prepare_data()
    • Dataset
  • botiverse.models.TRIPPY.evaluate module
    • get_informed_value()
    • eval()
  • botiverse.models.TRIPPY.infer module
    • infer()
  • botiverse.models.TRIPPY.run module
    • run()
  • botiverse.models.TRIPPY.train module
    • span_loss_fn()
    • oper_loss_fn()
    • refer_loss_fn()
    • train()
  • botiverse.models.TRIPPY.utils module
    • RawDataInstance
    • DataInstance
    • AverageMeter
      • AverageMeter.reset()
      • AverageMeter.update()
    • normalize()
    • is_included()
    • included_with_label_maps()
    • match_with_label_maps()
    • create_span_output()
    • mask_utterance()
    • normalize_time()
    • normalize_text()
  • Module contents

Module contents