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update tools, cleanup readme.md to include duo (castorini#147)
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ronakice authored Jan 16, 2021
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The following documents describe how to use Pygaggle on various IR test collections:

+ [Experiments on CovidQA](https://github.com/castorini/pygaggle/blob/master/docs/experiments-CovidQA.md)
+ [Experiments on MS MARCO Document Retrieval](https://github.com/castorini/pygaggle/blob/master/docs/experiments-msmarco-document.md)
+ [Experiments on MS MARCO Passage Retrieval - Dev Subset](https://github.com/castorini/pygaggle/blob/master/docs/experiments-msmarco-passage-subset.md)
+ [Experiments on MS MARCO Passage Retrieval - Entire Dev Set](https://github.com/castorini/pygaggle/blob/master/docs/experiments-msmarco-passage-entire.md)
+ [Experiments on MS MARCO Passage Retrieval - with TPU](https://github.com/castorini/pygaggle/blob/master/docs/experiments-monot5-tpu.md)
+ [Experiments on CovidQA - with GPU](https://github.com/castorini/pygaggle/blob/master/docs/experiments-CovidQA.md)
+ [Experiments on MS MARCO Document Retrieval - Dev Subset - with GPU](https://github.com/castorini/pygaggle/blob/master/docs/experiments-msmarco-document.md)
+ [Experiments on MS MARCO Passage Retrieval - Dev Subset - with GPU](https://github.com/castorini/pygaggle/blob/master/docs/experiments-msmarco-passage-subset.md)
+ [Experiments on MS MARCO Passage Retrieval - Entire Dev Set - with GPU](https://github.com/castorini/pygaggle/blob/master/docs/experiments-msmarco-passage-entire.md)
+ [Experiments on MS MARCO Passage Retrieval using monoT5 - Entire Dev Set - with TPU](https://github.com/castorini/pygaggle/blob/master/docs/experiments-monot5-tpu.md)
+ [Experiments on MS MARCO Passage Retrieval using duoT5 - Entire Dev Set - with TPU](https://github.com/castorini/pygaggle/blob/master/docs/experiments-duot5-tpu.md)

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