kirouane AyoubinGoPenAIIntroduction to Large-Scale Similarity Search (part one) : HNSW , IVF , LSHThe world is awash in data, and finding the right information within vast stores of multimedia content is becoming increasingly…4d ago
Eric ZhùinTowards Data ScienceFinding Needles in a Haystack — Search Indexes for Jaccard SimilarityFrom basic concepts to exact and approximate indexesAug 18, 20231
Vyacheslav EfimovinTowards Data ScienceSimilarity Search, Part 7: LSH CompositionsDive into combinations of LSH functions to guarantee a more reliable searchJul 24, 2023Jul 24, 2023
Mirko PetersinMirko Peters — Data & Analytics BlogRevolutionizing Search with Locality-Sensitive Hashing in Machine LearningEmbark on an in-depth exploration of Locality-Sensitive Hashing (LSH) in machine learning, a technique that is transforming the speed and…Apr 5Apr 5
kirouane AyoubinGoPenAIIntroduction to Large-Scale Similarity Search (part one) : HNSW , IVF , LSHThe world is awash in data, and finding the right information within vast stores of multimedia content is becoming increasingly…4d ago
Eric ZhùinTowards Data ScienceFinding Needles in a Haystack — Search Indexes for Jaccard SimilarityFrom basic concepts to exact and approximate indexesAug 18, 20231
Vyacheslav EfimovinTowards Data ScienceSimilarity Search, Part 7: LSH CompositionsDive into combinations of LSH functions to guarantee a more reliable searchJul 24, 2023
Mirko PetersinMirko Peters — Data & Analytics BlogRevolutionizing Search with Locality-Sensitive Hashing in Machine LearningEmbark on an in-depth exploration of Locality-Sensitive Hashing (LSH) in machine learning, a technique that is transforming the speed and…Apr 5
Wenjing ZhanData Preprocessing — Deduplication with MinHash and LSHWhen dealing with text preprocessing, one headache a data scientist has to deal with is the duplicated or similar documents.Nov 2, 2020
Mirko PetersinMirko Peters — Data & Analytics BlogLocality Sensitive HashingImproving Efficiency and Accuracy in Machine LearningOct 16, 2023
Stefano LoriRanking document similarity at scale with Spark NLPCombining the power of Spark NLP sentence embeddings and LSH approximate nearest neighbors search pipelines to catch contextual and…Jul 2, 2023