Annoy

Annoy (Approximate Nearest Neighbors Oh Yeah) is a C++ library with Python bindings to search for points in space that are close to a given query point and it creates large read-only file-based data structures that are mmapped into memory so that many processes may share the same data.

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7.0/10 (Expert Score) ★★★★★
Product is rated as #64 in category Machine Learning Software
Ease of use
7.0
Support
7.0
Ease of Setup
6.6

Annoy (Approximate Nearest Neighbors Oh Yeah) is a C++ library with Python bindings to search for points in space that are close to a given query point and it creates large read-only file-based data structures that are mmapped into memory so that many processes may share the same data.

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Customer Reviews

Annoy Reviews

Valadi K J.

Advanced user of Annoy
★★★★★
Annoy for fast indexing Python Library

What do you like best?

It is an open-source python library. It cost us nothing to import and can be integrated for multiple environments and use cases. Builiding with the library data sets is a trivial job but can be implemented with some tweaks

What do you dislike?

Typical code implementations and tweaks to the library setups and tree management errors

What problems are you solving with the product? What benefits have you realized?

Annoy is implemented as a predictive model in image libraries and word selction libraries to spot some changes. we are exploring further to enhance the library use case and will update. google universal sentence encoding for implementation of GPT3 based query systems is another possible use case we are experimenting

Review source: G2.com

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