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Guides

  • Installing and Configuring
  • Importing Datasets
  • Terrier Indexing
  • Terrier Retrieval
  • Running Experiments
  • Query Rewriting & Expansion
  • Learning to Rank

Explanations & Illustrations

  • PyTerrier Data Model
  • PyTerrier Transformers
  • Operators on Transformers
  • Examples of Retrieval Pipelines
  • Working with Document Texts
  • Neural Rankers and Rerankers
  • Accessing Terrier’s Index API
  • Parallelisation
  • Tuning Transformer Pipelines
  • Experiments on TREC Robust 2004

Other Modules

  • pyterrier.io - Reading/writing files
  • pyterrier.apply - Custom Transformers
  • pyterrier.anserini - Anserini/Lucene Support
  • pyterrier.new - Creating new dataframes
  • pyterrier.debug - Transformers for Debugging

Other PyTerrier plugins

  • OpenNIR
  • PyTerrier_T5
  • PyTerrier_ColBERT
  • PyTerrier_ANCE
  • PyTerrier_doc2query
  • PyTerrier_DeepCT
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