FAISS.AI KEYWORD DENSITY CHECKER

Total words: 3096 | 2-word phrases: 820 | 3-word phrases: 893 | 4-word phrases: 901

PAGE INFO

Title Try to keep the title under 60 characters (59 characters)
Welcome to Faiss Documentation — Faiss documentation
Description Try to keep the meta description between 50 - 160 characters (0 characters)
Keywords Meta keywords are not recommended anymore (0 characters)
H1 H1 tag on the page (33 characters)
Welcome to Faiss Documentation

ONE WORD PHRASES 482 Words

# Keyword H1 Title Des Volume Position Suggest Frequency Density
1the469.54%
2is204.15%
3of193.94%
4in193.94%
5a173.53%
6to153.11%
7from142.90%
8search132.70%
9for132.70%
10faiss122.49%

TWO WORD PHRASES 820 Words

# Keyword H1 Title Des Volume Position Suggest Frequency Density
1et al70.85%
2is a60.73%
3neighbor search50.61%
4nearest neighbor50.61%
5of the50.61%
6method from50.61%
7product quantization50.61%
8faiss is50.61%
9on the40.49%
10at a40.49%
11to a40.49%
12rather than30.37%
13with a30.37%
14is the30.37%
15in ram30.37%
16as a30.37%
17in the30.37%
18the index30.37%
19this is30.37%
20search in30.37%

THREE WORD PHRASES 893 Words

# Keyword H1 Title Des Volume Position Suggest Frequency Density
1nearest neighbor search40.45%
2approximate nearest neighbor30.34%
3nearest neighbor search”20.22%
4in dimension d20.22%
5faiss is a20.22%
6et al eccv20.22%
7martinez et al20.22%
8julieta martinez et20.22%
9quantization” julieta martinez20.22%
10seen as a20.22%
11for fastless accurate10.11%
12greatly improves the10.11%
13improves the speed10.11%
14the speed of10.11%
15speed of inverted10.11%
16indexing for fastless10.11%
17faiss docs home10.11%
18fastless accurate operating10.11%
19accurate operating points10.11%
20method greatly improves10.11%
21points the optimized10.11%
22the optimized pq10.11%
23optimized pq from10.11%
24“optimized product quantization”10.11%
25product quantization” heal10.11%
26quantization” heal cvpr10.11%
27heal cvpr 201310.11%
28operating points the10.11%
29cvpr 2012 this10.11%
30this method greatly10.11%

FOUR WORD PHRASES 901 Words

# Keyword H1 Title Des Volume Position Suggest Frequency Density
1approximate nearest neighbor search30.33%
2martinez et al eccv20.22%
3julieta martinez et al20.22%
4quantization” julieta martinez et20.22%
5faiss docs home wiki10.11%
6from “the inverted multiindex”10.11%
7rerank with source coding”10.11%
8with source coding” tavenardal10.11%
9source coding” tavenardal icassp’1110.11%
10coding” tavenardal icassp’11 the10.11%
11inverted multiindex from “the10.11%
12multiindex from “the inverted10.11%
13cvpr 2012 this method10.11%
14“the inverted multiindex” babenko10.11%
15lempitsky cvpr 2012 this10.11%
16“searching in one billion10.11%
172012 this method greatly10.11%
18this method greatly improves10.11%
19method greatly improves the10.11%
20greatly improves the speed10.11%
21improves the speed of10.11%
22the speed of inverted10.11%
23vectors rerank with source10.11%
24indexivfpqr method from “searching10.11%
25from “searching in one10.11%
26accurate reconstructions and distance10.11%
27a lossy compression technique10.11%
28lossy compression technique for10.11%
29compression technique for highdimensional10.11%
30vectors that allows relatively10.11%
31that allows relatively accurate10.11%
32allows relatively accurate reconstructions10.11%
33relatively accurate reconstructions and10.11%
34computations in the compressed10.11%
35method from “searching in10.11%
36in the compressed domain10.11%
37the compressed domain the10.11%
38compressed domain the threelevel10.11%
39domain the threelevel quantization10.11%
40ivfadcr aka indexivfpqr method10.11%

EXTERNAL LINKS

# URL Whois Check
1https://github.com/facebookresearch/faiss/wiki Whoisgithub.com
2 https://anaconda.org/pytorch/faiss-cpu Whoisanaconda.org
3 https://github.com/facebookresearch/faiss/blob/main/LICENSE Whoisgithub.com
4 https://github.com/facebookresearch/faiss/actions/workflows/nightly.yml Whoisgithub.com
5 https://github.com/facebookresearch/faiss Whoisgithub.com
6 https://research.facebook.com// Whoisfacebook.com
7 https://conda.io Whoisconda.io
8 http://ieeexplore.ieee.org/abstract/document/1238663/ Whoisieee.org
9 https://hal.inria.fr/inria-00514462v2/document Whoisinria.fr
10 https://arxiv.org/pdf/1102.3828 Whoisarxiv.org
11 http://ieeexplore.ieee.org/abstract/document/6248038/ Whoisieee.org
12 http://ieeexplore.ieee.org/abstract/document/6678503/ Whoisieee.org
13 http://link.springer.com/chapter/10.1007/978-3-319-46475-6_48 Whoisspringer.com
14 https://arxiv.org/abs/1702.08734 Whoisarxiv.org
15 https://arxiv.org/abs/1603.09320 Whoisarxiv.org
16 https://arxiv.org/abs/1812.09162 Whoisarxiv.org
17 https://arxiv.org/abs/1908.10396 Whoisarxiv.org
18 http://www.cs.toronto.edu/~norouzi/research/papers/multi_index_hashing.pdf Whoistoronto.edu
19 https://arxiv.org/abs/1707.00143 Whoisarxiv.org
20 https://drive.google.com/file/d/1dDuv6fQozLQFS2AJoNNFGTH499QIp_vO/view Whoisgoogle.com
21 https://openaccess.thecvf.com/content_ECCV_2018/html/Julieta_Martinez_LSQ_lower_runtime_ECCV_2018_paper.html Whoisthecvf.com
22 https://arxiv.org/abs/1509.05195 Whoisarxiv.org
23 https://www.jstage.jst.go.jp/article/mta/6/1/6_2/_pdf Whoisgo.jp
24 https://raw.githubusercontent.com/wiki/facebookresearch/faiss/PQ_variants_Faiss_annotated.png Whoisgithubusercontent.com
25 http://yusukematsui.me Whoisyusukematsui.me
26 https://opensource.fb.com/legal/terms/ Whoisfb.com
27 https://opensource.fb.com/legal/privacy Whoisfb.com
28 https://www.sphinx-doc.org/ Whoissphinx-doc.org
29 https://github.com/readthedocs/sphinx_rtd_theme Whoisgithub.com
30 https://readthedocs.org Whoisreadthedocs.org