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Last change
on this file since 15861 was
15840,
checked in by gkronber, 7 years ago
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#2886 added utility console program for clustering of expressions
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File size:
679 bytes
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| [15840] | 1 | Goal is to cluster 10 Mio. functions with ~ 100 samples.
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| 2 |
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| 3 | Hierarchical clustering (agglomative clustering) seems useful.
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| 4 |
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| 5 | Approximate hierarchical clustering methods:
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| 6 | - Happieclust: terminates with runtime exceptions
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| 7 | - Twistertries: need to implement a small Java program to test this.
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| 8 |
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| 9 |
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| 10 | We could implement our own clustering if we have a fast method for finding nearest neighbours.
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| 11 | Approximate nearest neighbours:
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| 12 | - Benchmarks with many current techniques: https://github.com/erikbern/ann-benchmarks
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| 13 | - Annoy (Spotify) https://github.com/spotify/annoy
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| 14 | - https://github.com/FALCONN-LIB/FALCONN
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| 15 | - Fastest in benchmarks: https://github.com/searchivarius/nmslib |
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