Gensim: Evaluate similarity search libraries (annoy, faiss, etc).

Created on 13 Jun 2017  路  4Comments  路  Source: RaRe-Technologies/gensim

It would be nice if we did a benchmark and compare popular libraries like annoy, faiss, nmslib, FLANN, etc.

A good reference is /erikbern/ann-benchmarks and /piskvorky/sim-shootout.

See also this topic.

difficulty medium documentation wishlist
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picture menshikh-iv

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Latest benchmark : https://erikbern.com/2018/02/15/new-benchmarks-for-approximate-nearest-neighbors.html

picture Semen52 on 3 Mar 2018
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didn't compare faiss?

anxingle picture anxingle on 20 Jul 2017

ANN benchmark http://www.itu.dk/people/pagh/SSS/ann-benchmarks/index.html

anxingle picture anxingle on 20 Jul 2017
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@anxingle thanks for a link

menshikh-iv picture menshikh-iv on 20 Jul 2017

Latest benchmark : https://erikbern.com/2018/02/15/new-benchmarks-for-approximate-nearest-neighbors.html

Semen52 picture Semen52 on 3 Mar 2018
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