Pyconstruct

Welcome to the documentation of Pyconstruct.

Pyconstruct is a Python library for declarative, constrained, structured-output prediction. When using Pyconstruct, the problem specification can be encoded in MiniZinc, a high-level constraint programming language. This means that domain knowledge can be declaratively included in the inference procedure as constraints over the optimization variables.

GitHub repository

Table of Contents

• Install
• Quick Start
  • OCR Equations prediction
  • Intermezzo: MiniZinc for Pyconstruct
  • Fleshing out the domain
  • Adding background knowledge as constraints
  • Learning and evaulating a model
• Structured prediction
• Reference Manual
  • Datasets
  • Domains
  • Learners
  • Metrics
  • Models
  • Utilities

Indices and tables

• Index

Authors

Paolo Dragone, University of Trento.

Stefano Teso, KU Leuven.

Andrea Passerini, University of Trento.