Welcome to xplainable’s documentation!

GETTING STARTED

• About Xplainable
  • Overview
  • Who is Xplainable For?
  • Skill Requirements
• Installation
  • Quickstart
  • Optional dependencies
  • Environment

PYTHON API

• Cloud Client
  • What is Xplainable Cloud?
  • What is the Cloud Client?
  • Initialising a session
  • Querying the API
• Classification – Binary
  • Using the GUI
  • Using the Python API
  • Hyperparameter Optimisation
• Classification – Multi-Class
  • Important!
  • Using the GUI
  • Using the Python API
• Regression
  • Using the GUI
  • Using the Python API
• Preprocessing
  • Using the GUI
  • Using the Python API
• NLP

ADVANCED CONCEPTS

• Partitioned Models
  • What are Partitioned Models?
  • Example
• XEvolutionaryNetwork
  • Overview
  • What are Layers?
  • A Typical Network
  • Considerations
• Rapid Refitting
  • Overview
  • What is Rapid Refitting?
  • What is Partial Fitting?
  • Single-Feature Refitting
  • The Effect of Alpha on Refitting
• Custom Transformers
  • Example
  • Persisting Custom Transformers
  • Embedding Custom Transformers in GUI

Indices and tables

• Index

• Module Index

• Search Page