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Analyzed 1 day ago. based on code collected 2 days ago.

Project Summary

Universal contains a large collection of number systems providing custom arithmetic and mixed-precision algorithms for AI, Machine Learning, Computer Vision, Signal Processing, CAE, EDA, control, optimization, estimation, and approximation.

Tags

AI-Deep-learning arithmetic c++ cfloat complex computational-math dsp exact fixed-point floating-point HPC integer linear_algebra lns mixed-precision oracle-number-system posit rounding template unums

In a Nutshell, Universal Numbers Arithmetic Library...

Quick Reference

Project Security

Vulnerabilities per Version ( last 10 releases )

There are no reported vulnerabilities

Project Vulnerability Report

Security Confidence Index

Poor security track-record
Favorable security track-record

Vulnerability Exposure Index

Many reported vulnerabilities
Few reported vulnerabilities

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About Project Security

Languages

C++
96%
8 Other
4%

30 Day Summary

Aug 23 2026 — Sep 22 2026

12 Month Summary

Sep 22 2025 — Sep 22 2026
  • 820 Commits
    Up + 801 (4215%) from previous 12 months
  • 10 Contributors
    Up + 9 (900%) from previous 12 months