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anserini-notebooks

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Anserini notebooks

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# Anserini Notebooks

[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/castorini/anserini-notebooks/master)
[![Maven Central](https://img.shields.io/maven-central/v/io.anserini/anserini?color=brightgreen)](https://search.maven.org/search?q=a:anserini)
[![PyPI](https://img.shields.io/pypi/v/pyserini?color=brightgreen)](https://pypi.org/project/pyserini/)

This repo holds static copies of notebooks for the [Anserini](https://github.com/castorini/anserini) IR toolkit (Java) and [Pyserini](https://github.com/castorini/pyserini) (Python interface to Anserini).
There are two ways to play with the notebooks here, using Colab and Binder.

## Colab

The notebooks in this repo are sync'ed (by hand) with notebooks in Colab.
These online demos provide a low-effort way to try out Anserini and Pyserini features:

+ Anserini demo on Robust04: [[Colab](https://colab.research.google.com/github/castorini/anserini-notebooks/blob/master/anserini_robust04_demo.ipynb)] [[GitHub](anserini_robust04_demo.ipynb)]
+ Pyserini demo on Robust04: [[Colab](https://colab.research.google.com/github/castorini/anserini-notebooks/blob/master/pyserini_robust04_demo.ipynb)] [[GitHub](pyserini_robust04_demo.ipynb)]
+ Pyserini demo on MS MARCO passage ranking task: [[Colab](https://colab.research.google.com/github/castorini/anserini-notebooks/blob/master/pyserini_msmarco_passage_demo.ipynb)] [[GitHub](pyserini_msmarco_passage_demo.ipynb)]

These are older notebooks that aren't being maintained anymore:

+ Pyserini Demo on COVID-19 Dataset (Title + Abstract Index): [[Colab](https://colab.research.google.com/github/castorini/anserini-notebooks/blob/master/pyserini_covid19_default.ipynb)] [[GitHub](pyserini_covid19_default.ipynb)]
+ Pyserini Demo on COVID-19 Dataset (Paragraph Index): [[Colab](https://colab.research.google.com/github/castorini/anserini-notebooks/blob/master/pyserini_covid19_paragraph.ipynb)] [[GitHub](pyserini_covid19_paragraph.ipynb)]
+ Pyserini+SciBERT Demo on COVID-19 Dataset (Title + Abstract Index): [[Colab](https://colab.research.google.com/github/castorini/anserini-notebooks/blob/master/Pyserini%2BSciBERT_on_COVID_19_Demo.ipynb)] [[GitHub](Pyserini+SciBERT_on_COVID_19_Demo.ipynb)]
+ Related Article Search on COVID-19 Dataset: [[Colab](https://colab.research.google.com/github/castorini/anserini-notebooks/blob/master/covid19_related_article_search.ipynb)] [[GitHub](covid19_related_article_search.ipynb)]

Click "Open in Playground" and you'll be able to replicate our results!

## Binder

This entire repo is configured with work with [Binder](https://mybinder.org/).
Click the "launch binder" icon on the top-left corner to initialize an executable environment around these notebooks.

## Pre-Built Indexes

For convenience, we've pre-built a few common indexes, available to download [here](https://git.uwaterloo.ca/jimmylin/anserini-indexes).

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