mamkit package

Subpackages

• mamkit.configs package
  • Submodules
  • mamkit.configs.audio module
  • mamkit.configs.base module
  • mamkit.configs.text module
  • mamkit.configs.text_audio module
  • Module contents
• mamkit.data package
  • Submodules
  • mamkit.data.collators module
    • AudioCollator
    • CollatorComponent
    • MultimodalCollator
    • PairAudioCollator
    • PairCollatorComponent
    • PairMultimodalCollator
    • PairTextCollator
    • PairTextTransformerCollator
    • PairTextTransformerOutputCollator
    • PairUnimodalCollator
    • TextCollator
    • TextTransformerCollator
    • TextTransformerOutputCollator
    • UnimodalCollator
  • mamkit.data.datasets module
  • mamkit.data.processing module
  • Module contents
• mamkit.models package
  • Submodules
  • mamkit.models.audio module
    • AudioOnlyModel
      • AudioOnlyModel.forward()
      • AudioOnlyModel.training
    • BiLSTM
      • BiLSTM.forward()
      • BiLSTM.training
    • PairBiLSTM
      • PairBiLSTM.encode_audio()
      • PairBiLSTM.forward()
      • PairBiLSTM.training
    • PairTransformerEncoder
      • PairTransformerEncoder.encode_audio()
      • PairTransformerEncoder.forward()
      • PairTransformerEncoder.training
    • TransformerEncoder
      • TransformerEncoder.forward()
      • TransformerEncoder.training
  • mamkit.models.text module
    • BiLSTM
      • BiLSTM.forward()
      • BiLSTM.training
    • PairBiLSTM
      • PairBiLSTM.forward()
      • PairBiLSTM.training
    • PairTransformer
      • PairTransformer.encode_text()
      • PairTransformer.forward()
      • PairTransformer.training
    • TextOnlyModel
      • TextOnlyModel.forward()
      • TextOnlyModel.training
    • Transformer
      • Transformer.forward()
      • Transformer.training
  • mamkit.models.text_audio module
    • BiLSTM
      • BiLSTM.forward()
      • BiLSTM.training
    • CSA
      • CSA.forward()
      • CSA.training
    • Ensemble
      • Ensemble.forward()
      • Ensemble.training
    • MMTransformer
      • MMTransformer.forward()
      • MMTransformer.training
    • MulTA
      • MulTA.forward()
      • MulTA.training
    • PairBiLSTM
      • PairBiLSTM.encode_input()
      • PairBiLSTM.forward()
      • PairBiLSTM.training
    • PairCSA
      • PairCSA.encode_inputs()
      • PairCSA.forward()
      • PairCSA.training
    • PairEnsemble
      • PairEnsemble.encode_audio()
      • PairEnsemble.encode_text()
      • PairEnsemble.forward()
      • PairEnsemble.training
    • PairMMTransformer
      • PairMMTransformer.encode_inputs()
      • PairMMTransformer.forward()
      • PairMMTransformer.training
    • PairMulTA
      • PairMulTA.encode_inputs()
      • PairMulTA.forward()
      • PairMulTA.training
    • TextAudioModel
      • TextAudioModel.forward()
      • TextAudioModel.training
  • Module contents
• mamkit.modules package
  • Submodules
  • mamkit.modules.rnn module
    • LSTMStack
      • LSTMStack.forward()
      • LSTMStack.training
  • mamkit.modules.transformer module
    • CustomEncoder
      • CustomEncoder.forward()
      • CustomEncoder.training
    • CustomEncoderLayer
      • CustomEncoderLayer.forward()
      • CustomEncoderLayer.training
    • CustomMultiHeadAttention
      • CustomMultiHeadAttention.concat()
      • CustomMultiHeadAttention.forward()
      • CustomMultiHeadAttention.split()
      • CustomMultiHeadAttention.training
    • CustomScaleDotProductAttention
      • CustomScaleDotProductAttention.forward()
      • CustomScaleDotProductAttention.training
    • LayerNorm
      • LayerNorm.forward()
      • LayerNorm.training
    • MulTA_CrossAttentionBlock
      • MulTA_CrossAttentionBlock.forward()
      • MulTA_CrossAttentionBlock.training
    • PositionalEncoding
      • PositionalEncoding.forward()
      • PositionalEncoding.training
    • PositionwiseFeedForward
      • PositionwiseFeedForward.forward()
      • PositionwiseFeedForward.training
  • Module contents
• mamkit.utility package
  • Submodules
  • mamkit.utility.callbacks module
    • PycharmProgressBar
      • PycharmProgressBar.init_predict_tqdm()
      • PycharmProgressBar.init_test_tqdm()
      • PycharmProgressBar.init_validation_tqdm()
  • mamkit.utility.config module
  • mamkit.utility.data module
    • download()
    • youtube_download()
  • mamkit.utility.metrics module
    • ClassSubsetMulticlassF1Score
      • ClassSubsetMulticlassF1Score.compute()
  • mamkit.utility.model module
    • MAMKitLightingModel
      • MAMKitLightingModel.configure_optimizers()
      • MAMKitLightingModel.forward()
      • MAMKitLightingModel.on_test_epoch_end()
      • MAMKitLightingModel.on_validation_epoch_end()
      • MAMKitLightingModel.test_step()
      • MAMKitLightingModel.training_step()
      • MAMKitLightingModel.validation_step()
  • Module contents

Submodules

mamkit.version module

mamkit.version.parse_version_info(version_str)

Parse a version string into a tuple.

Parameters:

version_str (str) – The version string.

Returns:

The version info,

Return type:

tuple[int | str]

Module contents

mamkit.digit_version(version_str, length=4)

Convert a version string into a tuple of integers.

This method is usually used for comparing two versions. For pre-release versions: alpha < beta < rc.

Parameters:

• version_str (str) – The version string.

• length (int) – The maximum number of version levels. Default: 4.

Returns:

The version info in digits (integers).

Return type:

tuple[int]