dlk
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Introduction

  • A Deep Learning ToolKit
    • Install
    • What is this project do?
    • More Feature is Comming

API References

  • dlk.core package
    • Subpackages
      • dlk.core.callbacks package
        • Submodules
        • dlk.core.callbacks.checkpoint module
        • dlk.core.callbacks.early_stop module
        • dlk.core.callbacks.lr_monitor module
        • dlk.core.callbacks.weight_average module
        • Module contents
      • dlk.core.imodels package
        • Submodules
        • dlk.core.imodels.basic module
        • dlk.core.imodels.distill module
        • Module contents
      • dlk.core.initmethods package
        • Submodules
        • dlk.core.initmethods.default module
        • dlk.core.initmethods.range_norm module
        • dlk.core.initmethods.range_uniform module
        • Module contents
      • dlk.core.layers package
        • Subpackages
        • Module contents
      • dlk.core.losses package
        • Submodules
        • dlk.core.losses.bce module
        • dlk.core.losses.cross_entropy module
        • dlk.core.losses.identity module
        • dlk.core.losses.mse module
        • dlk.core.losses.multi_loss module
        • Module contents
      • dlk.core.models package
        • Submodules
        • dlk.core.models.basic module
        • Module contents
      • dlk.core.modules package
        • Submodules
        • dlk.core.modules.bert module
        • dlk.core.modules.conv1d module
        • dlk.core.modules.crf module
        • dlk.core.modules.distil_bert module
        • dlk.core.modules.linear module
        • dlk.core.modules.logits_gather module
        • dlk.core.modules.lstm module
        • dlk.core.modules.roberta module
        • Module contents
      • dlk.core.optimizers package
        • Submodules
        • dlk.core.optimizers.adamw module
        • dlk.core.optimizers.sgd module
        • Module contents
      • dlk.core.schedulers package
        • Submodules
        • dlk.core.schedulers.constant module
        • dlk.core.schedulers.constant_warmup module
        • dlk.core.schedulers.cosine_warmup module
        • dlk.core.schedulers.linear_warmup module
        • dlk.core.schedulers.multi_group_schedule module
        • dlk.core.schedulers.rec_decay module
        • Module contents
    • Submodules
    • dlk.core.base_module module
    • Module contents
  • dlk.data package
    • Subpackages
      • dlk.data.datamodules package
        • Submodules
        • dlk.data.datamodules.basic module
        • Module contents
      • dlk.data.postprocessors package
        • Submodules
        • dlk.data.postprocessors.identity module
        • dlk.data.postprocessors.seq_lab module
        • dlk.data.postprocessors.txt_cls module
        • dlk.data.postprocessors.txt_reg module
        • Module contents
      • dlk.data.processors package
        • Submodules
        • dlk.data.processors.basic module
        • Module contents
      • dlk.data.subprocessors package
        • Submodules
        • dlk.data.subprocessors.char_gather module
        • dlk.data.subprocessors.fast_tokenizer module
        • dlk.data.subprocessors.load module
        • dlk.data.subprocessors.save module
        • dlk.data.subprocessors.seq_lab_firstpiece_relable module
        • dlk.data.subprocessors.seq_lab_loader module
        • dlk.data.subprocessors.seq_lab_relabel module
        • dlk.data.subprocessors.token2charid module
        • dlk.data.subprocessors.token2id module
        • dlk.data.subprocessors.token_embedding module
        • dlk.data.subprocessors.token_gather module
        • dlk.data.subprocessors.token_norm module
        • dlk.data.subprocessors.txt_cls_loader module
        • dlk.data.subprocessors.txt_reg_loader module
        • Module contents
    • Module contents
  • dlk.managers package
    • Submodules
    • dlk.managers.lightning module
    • Module contents
  • dlk.utils package
    • Submodules
    • dlk.utils.config module
    • dlk.utils.get_root module
    • dlk.utils.logger module
    • dlk.utils.parser module
    • dlk.utils.quick_search module
    • dlk.utils.register module
    • dlk.utils.tokenizer_util module
    • dlk.utils.vocab module
    • Module contents

Appointments

  • Appointments
    • Data format
      • Input
      • MASK
      • Batch First
      • Task naming appointments
    • Model appointments
  • The main file tree:
  • Config Parser Rules
    • Inherit
    • Grid Search
    • Link(Argument Passing)
    • Focus(Representation)
    • SubModule(Combination)

Process Progress

  • The subprocessor config format
  • Processor Config Example
  • To Process Data Format Example
  • Processed Data Format Example
dlk
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  • Deep Learning ToolKit
  • Edit on GitHub

Deep Learning ToolKit

Introduction

  • A Deep Learning ToolKit

API References

  • dlk.core package
    • Subpackages
      • dlk.core.callbacks package
      • dlk.core.imodels package
      • dlk.core.initmethods package
      • dlk.core.layers package
      • dlk.core.losses package
      • dlk.core.models package
      • dlk.core.modules package
      • dlk.core.optimizers package
      • dlk.core.schedulers package
    • Submodules
    • dlk.core.base_module module
    • Module contents
  • dlk.data package
    • Subpackages
      • dlk.data.datamodules package
      • dlk.data.postprocessors package
      • dlk.data.processors package
      • dlk.data.subprocessors package
    • Module contents
  • dlk.managers package
    • Submodules
    • dlk.managers.lightning module
    • Module contents
  • dlk.utils package
    • Submodules
    • dlk.utils.config module
    • dlk.utils.get_root module
    • dlk.utils.logger module
    • dlk.utils.parser module
    • dlk.utils.quick_search module
    • dlk.utils.register module
    • dlk.utils.tokenizer_util module
    • dlk.utils.vocab module
    • Module contents

Appointments

  • Appointments
  • The main file tree:
  • Config Parser Rules

Process Progress

  • The subprocessor config format
  • Processor Config Example
  • To Process Data Format Example
  • Processed Data Format Example

Indices and tables

  • Index

  • Module Index

  • Search Page

Next

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