EuclidesDB
DatabasesWhat is EuclidesDB?
It is a multi-model machine learning feature database that is tight coupled with PyTorch and provides a backend for including and querying data on the model feature space.
EuclidesDB is a tool in the Databases category of a tech stack.
Key Features
Written in C++ for performanceUses protobuf for data serializationUses gRPC for communicationLevelDB integration for database serializationMany indexing methods implemented (Annoy, Faiss, etc)Tight PyTorch integration through libtorchEasy integration for new custom fine-tuned modelsEasy client language binding generationFree and open-source with permissive license
EuclidesDB Pros & Cons
Pros of EuclidesDB
No pros listed yet.
Cons of EuclidesDB
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EuclidesDB Alternatives & Comparisons
What are some alternatives to EuclidesDB?
MySQL
The MySQL software delivers a very fast, multi-threaded, multi-user, and robust SQL (Structured Query Language) database server. MySQL Server is intended for mission-critical, heavy-load production systems as well as for embedding into mass-deployed software.
PostgreSQL
PostgreSQL is an advanced object-relational database management system that supports an extended subset of the SQL standard, including transactions, foreign keys, subqueries, triggers, user-defined types and functions.
MongoDB
MongoDB stores data in JSON-like documents that can vary in structure, offering a dynamic, flexible schema. MongoDB was also designed for high availability and scalability, with built-in replication and auto-sharding.
