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1.6.0

Getting Started

  • Installation
  • Getting Started
  • Why you should use AutoNLU

Tutorials

  • Predict sentences using the pretrained DeepOpinion ABSA model
  • Train a model to label reviews from the GooglePlay store
  • Train a model to automatically detect tags of stackoverflow questions
  • Train a model to detect opinions on different categories (ABSA) for laptop reviews
  • Improve our GooglePlay store example with manual labeling
  • Fine-tune your model on unsupervised data to improve the performance
  • Increase the speed and reduce the memory consumption by pruning layers of models.
  • Reduce inference time by distilling your model
  • Perform an Automatic Hyperparameter Search
  • Token classification tasks
  • Question answering
  • Data Cleaning
  • Topic modeling - finding topics for a dataset

Concepts

  • Overview of the Software Architecture

Known Issues

  • Known Issues

Changelog

  • Changelog

API Reference

  • Model
  • AutoMl
  • Data Cleaning
  • Topic Modelling
  • Studio Interface
  • Utils
  • SampleHash
  • LMTeacher
  • DataDependence
  • Translation
  • SimpleModel
  • DocumentModel
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