GraphCanon updated 3d · GitHub synced 3d
Decision brief
Magnitude is a Python library for handling vector embeddings efficiently and quickly. It integrates with several popular embedding methods.
Good fit when
- - When you need to perform memory-efficient operations on vector embeddings, including those from FastText or Word2Vec.
- - For projects where you require direct integration with libraries like Gensim, without the need for additional middleware.
Avoid when
- - If your project involves non-Python ecosystems, as Magnitude is strictly a Python library and thus not compatible with other programming environments.
- - When the primary focus of your work does not include handling large vector embeddings or specific operations that benefit from memory efficiency provided by Magnitude.
Observed Jul 11, 2026 · Source: enrich:decision_facts
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Maintenance and security
Full trust report- Maintenance
- Dormant (1115d since push)
- As of 3d
- Provenance
- Not a fork · Organization account
- As of 3d
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install magnitudeSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
Magnitude is a Python library focused on providing fast and memory-efficient operations for vector embeddings, including integration with popular methods like FastText, Gensim, GloVe, and Word2Vec. It aims to streamline natural language processing tasks by offering optimized handling of word embeddings.
Capability facts
- Languages
- python
Source: github.language · Aug 22, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Aug 22, 2026)
```python pip install pymagnitude # Python 2.7Source link
Tags
README
Installation
You can install this package with pip:
pip install pymagnitude # Python 2.7
pip3 install pymagnitude # Python 3
Google Colaboratory has some dependency issues with installing Magnitude due to conflicting dependencies. You can use the following snippet to install Magnitude on Google Colaboratory:
---
# Install Magnitude on Google Colab
! echo "Installing Magnitude.... (please wait, can take a while)"
! (curl https://raw.githubusercontent.com/plasticityai/magnitude/master/install-colab.sh | /bin/bash 1>/dev/null 2>/dev/null)
! echo "Done installing Magnitude."
LICENSE and Attribution
This repository is licensed under the license found here.
“Seismic” icon by JohnnyZi from the Noun Project.
For agents
This page has a .md twin and JSON over the API.