There are 1 repository under annoy topic.
Spotify/Annoy-inspired Approximate Nearest Neighbors in Rust, based on LMDB and optimized for memory usage :boom:
Web服务:使用腾讯 800 万词向量模型和 spotify annoy 引擎得到相似关键词
Rust port of annoy (https://github.com/spotify/annoy)
Deeplearing based Reverse Image Search using Annoy library
The Python package of differential nearest neighbors regression (DNNR): Raising KNN-regression to levels of gradient boosting method. Build on-top of Numpy, Scikit-Learn, and Annoy.
A minimal implementation of spotify/annoy in pure rust
A web app that help users pick their next insta-vacation destinations.
Применяем Singular Value Decomposition with implicit feedback для задачи рекомендации аниме
sends roblox friend requests
An R package for blocking records for record linkage / data deduplication based on approximate nearest neighbours algorithms.
MNIST digits image similarity search by Indexing with Annoy and using trained embeddings from a Siamese Net with Triplet Loss .
Advertisement search interface based on image similarity.
Model to recognize celebrities using a face matching algorithm.
Unstructured data refers to information that is not organised using a predetermined data model or schema and cannot be stored in a conventional relational database system. There are several methods for search unstructured data semantically- That is by taking the actual context/meaning of the sentences.One best approach is index based approach.
Image Recommendation via similarity retrieval through deep learning
🏞 A content-based image retrieval (CBIR) system
Recommendation algorithms
A Flask app with a search engine for GoodReads books, featuring simple and neural search capabilities using Whoosh, Annoy and HuggingFace transformers.
An Gist.
Project purpose is to index as much as possible fake faces datasets and allow people easily search for similar faces by providing source face image.
🎵 Utilized the Spark engine to build and evaluate a music recommender system and accelerated query search from utilizing spatial data structure by using the Annoy
Name matching using Approximate Nearest Neigbours
Code, templating and the Javascript functionality analysis of Feross Aboukhadijeh's The Annoying Site.
Evaluating the Python library Annoy for similarity search
Multi-Modal Search over fashion datasets. Information Retrieval Tasks optimised using Spotify's Annoy, using text embeddings over captions and words generated from image via classifiers. Experimentation and Optimisation of hyper-parameters
A movie website allow users to browse, search, rating and post comments on movies. Offer unique recommendations to the users according to their favor.
Чат-бот-«барахольщик»: по продуктовому запросу рекомендует товары, по остальным запросам отвечает «болталкой».(annoy, word2vec)
FAISS and Annoy indexing + search evaluation workflow