cosine-similarity 开源项目推荐（2,437 个）

tdebatty /java-string-similarity

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

FALCONN-LIB /FALCONN

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

philippgille /chromem-go

适用于Go语言的可嵌入矢量数据库，拥有类似Chroma的界面，且无需依赖任何第三方库。该数据库属于内存型结构，支持可选的持久化存储功能。

tensorflow /similarity

TensorFlow Similarity是一个python包，专注于使相似性学习变得快速简单。

qdrant /quaterion

Blazing fast framework for fine-tuning similarity learning models

mattmurray /music_recommender

Music recommender using deep learning with Keras and TensorFlow

feature23 /StringSimilarity.NET

A .NET port of java-string-similarity

KristiyanVachev /Question-Generation

Generating multiple choice questions from text using Machine Learning.

ing-bank /sparse_dot_topn

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

purvasingh96 /AI-for-Trading

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

lior-k /fast-elasticsearch-vector-scoring

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

derrickburns /generalized-kmeans-clustering

Production-ready K-Means clustering for Apache Spark with pluggable Bregman divergences (KL, Itakura-Saito, L1, etc). 6 algorithms, 740 tests, cross-version persistence. Drop-in replacement for MLlib with mathematically correct distance functions for probability distributions, spectral data, and count data.

Kalebu /Plagiarism-checker-Python

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

nitaiaharoni1 /vector-storage

Vector Storage is a vector database that enables semantic similarity searches on text documents in the browser's local storage. It uses OpenAI embeddings to convert documents into vectors and allows searching for similar documents based on cosine similarity.

inboxpraveen /Movie-Recommendation-System

Content-based movie recommender: a training pipeline (TF-IDF, SVD, top-K cosine neighbours) and a Django app with search, autocomplete and a JSON API. Small models, about 1 ms lookups, ships with a demo model.

Mihaiii /semantic-autocomplete

A blazing-fast semantic search React component. Match by meaning, not just by letters. Search as you type without waiting (no debounce needed). Rank by cosine similarity.

vectornguyen76 /face-recognition

Real-Time Face Recognition use SCRFD, ArcFace, ByteTrack and Similarity Measure

sjy-dv /coltt

Coltt is a vector database that supports Multi-Vector Search, high-performance HNSW, FLAT and quantization, and enables fast searches through sophisticated internal data shard design.

kiwirafe /xiangsi

中文文本相似度计算器

patricktrainer /duckdb-embedding-search

Fast similarity search using DuckDB