General deep learing utility library

This deep learning library was designed to provide consistent and reproducible results.

• Overview
  • Documentation
  • Obtaining
  • Workflow
  • Examples
  • Attribution
    • Torch CRF
  • See Also
  • Known Bugs
  • Citation
  • Changelog
  • Community
  • License
• Facade
  • Resources
  • Debugging the Model
• Layers
• Model
  • Class Name Parlance
  • Network Settings
    • Configuring the Network Settings
  • Network Model
    • Debugging
    • Extending the Base Module
    • Configuring the Network Model
  • Executor
  • Training
    • Memory Management
  • Testing
• Pre-Processing Data
  • Configuration File
  • Data as a Pandas Data Frame
  • Vectorizers
  • Processing Data Points
  • Batches
  • Batch Stash
• Results
  • Plotting Loss
  • Result Manager
  • Predictions
  • Reproducibility
• Vectorizers
• API Reference
  • zensols.dataframe package
    • Submodules
    • zensols.dataframe.config module
    • zensols.dataframe.stash module
    • Module contents
  • zensols.dataset package
    • Submodules
    • zensols.dataset.dimreduce module
    • zensols.dataset.interface module
    • zensols.dataset.leaveout module
    • zensols.dataset.multilabel module
    • zensols.dataset.outlier module
    • zensols.dataset.split module
    • zensols.dataset.stash module
    • Module contents
  • zensols.deeplearn package
    • Subpackages
    • Submodules
    • zensols.deeplearn.cli module
    • zensols.deeplearn.clicv module
    • zensols.deeplearn.domain module
    • zensols.deeplearn.observer module
    • zensols.deeplearn.torchconfig module
    • zensols.deeplearn.torchtype module
    • Module contents
  • zensols.deeplearn.batch package
    • Submodules
    • zensols.deeplearn.batch.domain module
    • zensols.deeplearn.batch.interface module
    • zensols.deeplearn.batch.mapping module
    • zensols.deeplearn.batch.meta module
    • zensols.deeplearn.batch.multi module
    • zensols.deeplearn.batch.stash module
    • Module contents
  • zensols.deeplearn.dataframe package
    • Submodules
    • zensols.deeplearn.dataframe.batch module
    • zensols.deeplearn.dataframe.util module
    • zensols.deeplearn.dataframe.vectorize module
    • Module contents
  • zensols.deeplearn.layer package
    • Submodules
    • zensols.deeplearn.layer.conv module
    • zensols.deeplearn.layer.crf module
    • zensols.deeplearn.layer.linear module
    • zensols.deeplearn.layer.recur module
    • zensols.deeplearn.layer.recurcrf module
    • Module contents
  • zensols.deeplearn.model package
    • Submodules
    • zensols.deeplearn.model.analyze module
    • zensols.deeplearn.model.batchiter module
    • zensols.deeplearn.model.executor module
    • zensols.deeplearn.model.facade module
    • zensols.deeplearn.model.format module
    • zensols.deeplearn.model.manager module
    • zensols.deeplearn.model.meta module
    • zensols.deeplearn.model.module module
    • zensols.deeplearn.model.multilabel module
    • zensols.deeplearn.model.optimizer module
    • zensols.deeplearn.model.pack module
    • zensols.deeplearn.model.pred module
    • zensols.deeplearn.model.sequence module
    • zensols.deeplearn.model.trainmng module
    • zensols.deeplearn.model.wgtexecutor module
    • Module contents
  • zensols.deeplearn.result package
    • Submodules
    • zensols.deeplearn.result.ablation module
    • zensols.deeplearn.result.compare module
    • zensols.deeplearn.result.confusion module
    • zensols.deeplearn.result.domain module
    • zensols.deeplearn.result.graph module
    • zensols.deeplearn.result.hypsig module
    • zensols.deeplearn.result.manager module
    • zensols.deeplearn.result.plots module
    • zensols.deeplearn.result.pred module
    • zensols.deeplearn.result.report module
    • Module contents
  • zensols.deeplearn.vectorize package
    • Submodules
    • zensols.deeplearn.vectorize.domain module
    • zensols.deeplearn.vectorize.manager module
    • zensols.deeplearn.vectorize.util module
    • zensols.deeplearn.vectorize.vectorizers module
    • Module contents
• Contributing
  • Issue reporting
    • Reporting bugs
  • Pull requests

Indices and tables

• Index

• Module Index

• Search Page