What 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.
EuclidesDB is an open source tool with 633 GitHub stars and 34 GitHub forks. Here’s a link to EuclidesDB's open source repository on GitHub
EuclidesDB Integrations
Python, Linux, PyTorch, macOS, and LevelDB are some of the popular tools that integrate with EuclidesDB. Here's a list of all 5 tools that integrate with EuclidesDB.
EuclidesDB's Features
- Written in C++ for performance
- Uses protobuf for data serialization
- Uses gRPC for communication
- LevelDB integration for database serialization
- Many indexing methods implemented (Annoy, Faiss, etc)
- Tight PyTorch integration through libtorch
- Easy integration for new custom fine-tuned models
- Easy client language binding generation
- Free and open-source with permissive license
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.
Microsoft SQL Server
Microsoft® SQL Server is a database management and analysis system for e-commerce, line-of-business, and data warehousing solutions.
SQLite
SQLite is an embedded SQL database engine. Unlike most other SQL databases, SQLite does not have a separate server process. SQLite reads and writes directly to ordinary disk files. A complete SQL database with multiple tables, indices, triggers, and views, is contained in a single disk file.