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tdebatty / java-string-similarity

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Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...

java algorithm distance jaro-winkler levenshtein-distance similarity-measures cosine-similarity string-distance damerau-levenshtein shingles distance-measure

Updated Jun 7, 2021
Java

FALCONN-LIB / FALCONN

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FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)

lsh nearest-neighbor-search locality-sensitive-hashing sketches cosine-similarity fast-lookups falconn

Updated Jul 29, 2019
C

mattmurray / music_recommender

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Music recommender using deep learning with Keras and TensorFlow

music deep-learning cnn spectrogram recommender-system convolutional-neural-networks cosine-similarity keras-tensorflow

Updated Jul 11, 2017
Jupyter Notebook

lior-k / fast-elasticsearch-vector-scoring

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Score documents using embedding-vectors dot-product or cosine-similarity with ES Lucene engine

elasticsearch vector lucene cosine-similarity dot-product embedding-vectors

Updated Aug 9, 2021
Java

KristiyanVachev / Question-Generation

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Generating multiple choice questions from text using Machine Learning.

nlp machine-learning ai naive-bayes word-embeddings spacy quiz cosine-similarity questions-and-answers question-generator spacy-nlp question-generation

Updated Mar 9, 2021
Jupyter Notebook

feature23 / StringSimilarity.NET

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A .NET port of java-string-similarity

algorithms string dotnet distance strings jaro-winkler levenshtein-distance string-metrics similarity-measures cosine-similarity string-distance damerau-levenshtein shingles lcs-distance winkler

Updated Jul 20, 2021
C#

ing-bank / sparse_dot_topn

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Python package to accelerate the sparse matrix multiplication and top-n similarity selection

cython scipy cosine-similarity sparse-matrix

Updated Jun 15, 2021
Python

chrismattmann / tika-similarity

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Tika-Similarity uses the Tika-Python package (Python port of Apache Tika) to compute file similarity based on Metadata features.

python machine-learning information-retrieval clustering tika cosine-similarity jaccard-similarity cosine-distance similarity-score tika-similarity metadata-features tika-python

Updated Jun 2, 2021
Python

jMotif / sax-vsm_classic

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SAX-VSM public release, visit our website for detail

java timeseries sax cosine-similarity kdd sax-vsm pattern-discovery

Updated May 27, 2018
Java

guillaume-chevalier / GloVe-as-a-TensorFlow-Embedding-Layer

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Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

neural-network tensorflow gpu word2vec word-embeddings gpu-acceleration gpu-tensorflow cosine-similarity glove glove-embeddings tensorflow-layers

Updated Oct 13, 2018
Jupyter Notebook

williamscott701 / Information-Retrieval

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Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:

python nlp information-retrieval numpy pandas exercises cosine-similarity tfidf unigram-index positional-indexing matching-score

Updated Jun 19, 2021
Jupyter Notebook

andreekeberg / ml-classify-text-js

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Open

Support for tokenization of languages without spaces

andreekeberg commented Jul 24, 2021

Need to implement a smarter method of tokenization which takes into account languages that traditionally does not use spaces between words (currently resulting in full-sentence tokens not suitable for the current method of cosine similarity comparisons).

Some of these languages include:

Chinese
Japanese
Thai
Khmer
Lao
Burmese

Kalebu / Plagiarism-checker-Python

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A python project for checking plagiarism of documents based on cosine similarity

machine-learning python-programming cosine-similarity tanzania python-project python-nlp plagiarism-checker-python python-cosine-similarity python-plagiarism-detector python-nlp-projects

Updated Jul 11, 2021
Python

nikitaa30 / Content-based-Recommender-System

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It is a content based recommender system that uses tf-idf and cosine similarity for N Most SImilar Items from a dataset

tf-idf recommender-system cosine-similarity

Updated Oct 1, 2020
Python

vickumar1981 / stringdistance

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A fuzzy matching string distance library for Scala and Java that includes Levenshtein distance, Jaro distance, Jaro-Winkler distance, Dice coefficient, N-Gram similarity, Cosine similarity, Jaccard similarity, Longest common subsequence, Hamming distance, and more..

java fuzzy-matching levenshtein jaro-winkler levenshtein-distance cosine-similarity ngram jaccard-similarity longest-common-subsequence hacktoberfest jaccard jaro-winkler-distance string-similarity hamming-distance jaro jaro-distance cosine-similarity-scores sorensen-dice-distance dice-coefficient stringdistance

Updated Jun 9, 2021
Scala

naiveHobo / TextRank

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Implementation of TextRank with the option of using pre-trained Word2Vec embeddings as the similarity metric

word2vec pagerank pagerank-algorithm textrank similarity keywords keyword cosine-similarity keyword-extraction textrank-algorithm cosine-distance cosine keyword-extractor cosine-similarity-scores textrank-python keywords-extraction pagerank-python cosinesimilarity

Updated Aug 29, 2018
Python

abhilampard / Simple-Plagiarism-Checker

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Web Application for checking the similarity between query and document using the concept of Cosine Similarity.

Updated Jul 29, 2020
Python

ritchie46 / lsh-rs

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Locality Sensitive Hashing in Rust with Python bindings

rust lsh cosine-similarity lsh-algorithm l2-distance

Updated Jul 11, 2021
Rust

turbo / pg-costop

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Vector Arithmetic and Weighted, Variably Randomized Cosine Similarity Search in Postgres

postgres cosine-similarity vector-math ranking-algorithm

Updated Aug 23, 2020
PLpgSQL

purvasingh96 / AI-for-Trading

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📈This repo contains detailed notes and multiple projects implemented in Python related to AI and Finance. Follow the blog here: https://purvasingh.medium.com