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pyNeuIR

pyNeuIR is a toolkit for fast prototyping and reproducing Neu-IR ranking models.

Organisation

This toolkit is organised in components as shown in this schematic:

pyNeuIR

Preprocessors

Datasets

Models

  1. Duet (Local and Distributed version)
  2. DRMM

Trainers

Rerankers

Requirments

All components:

  • Python 3.5+

Datasets, Models, Trainers, and Rerankers:

  • Pytorch 2.0+
  • Gensim

Preprocessors:

  • Pyndri

Usage

Preprocessors

Trainers

Rerankers

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