PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
168,365

Apps indexed

 

Freshness
22 min ago

Last update

 

Cadence
1,498/day

7-day average

Indexed today: 995

PulseGate

Market catalog for public software products, models, infra, and workflow tools.

Software is shipping faster than ever, and a growing share of it lives outside the official app stores. PulseGate is a free public catalog — built for builders, analysts, and everyday users.

Platform

  • All Apps
  • Categories
  • Industry Updates
  • Data Sources
  • Coverage Rules
  • Glossary
  • Embed Widget

Support

  • Help Center
  • Submit a Project
  • Report an Issue

Company

  • About
  • Press & Data
  • Contact
  • Platform Status

Legal

  • Privacy
  • Terms
  • Disclaimer

© 2026 PulseGate. Operated by Dymaxio s.r.o., Prague, Czech Republic.·

All systems operational
PulseGate
QQ
qqa
Visit ↗
  1. Home/
  2. Other AI/
  3. qqa
←Back to results
Q

qqa

github.com·Infrastructure

qqa is an open-source command-line tool that provides a GPU-accelerated solver for combinatorial and spin-glass optimization problems using quasi-quantum annealing techniques. It is designed for researchers and developers in optimization and computational science.

Open SourceBSD-3-Clause-Clear
WebCLISelf-hosted
Q
qqa preview
Visit github.com↗
⭐22
stars
🍴1
fork
✓4
features
📅2025
since

Overview

4 features

In the Other AI space, qqa takes a focused approach. It focuses on solving complex combinatorial and spin-glass optimization problems efficiently using GPU acceleration. qqa is an open-source project aimed at optimization researchers. The project is open source (BSD-3-Clause-Clear). The product ships for the web and the command line, and it can be self-hosted.

qqa first shipped in 2025. The project is developed in the open on GitHub with 22 stars and 93 commits in the last 90 days. Across PulseGate's embedding index, qqa has few near neighbours, marking it as relatively distinct. Among its 4 catalogued features are GPU solver, combinatorial optimization, and spin-glass optimization.

  • ✓GPU solver
  • ✓Combinatorial optimization
  • ✓Spin-glass optimization
  • ✓Parallel SA baseline

Tags

quantum-annealinggpu-optimizationcombinatorial-solver

AI capabilities

StructuredInference: LocalWeights: Open

Built with & integrations

AI providers
local_oss
Runs on
BrowserCLISelf-hosted

Trust & compliance

LicenseBSD-3-Clause-Clear
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub · ★ 22✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 26, 12:35 AM

    pypi.org discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about qqa

What is qqa?
Qqa focuses on solving complex combinatorial and spin-glass optimization problems efficiently using GPU acceleration. It is catalogued under Other AI on PulseGate.
Who should use qqa?
qqa is an open-source project built for optimization researchers.
Does qqa have a free plan?
Yes — qqa is open source under the BSD-3-Clause-Clear license and free to use.
What platforms does qqa run on?
qqa runs on the web and the command line. It can also be self-hosted.
Is qqa still active?
PulseGate's automated liveness checks currently classify qqa as active. The GitHub repository shows 93 commits in the last 90 days.
What tools are similar to qqa?
Similar tools tracked by PulseGate include qa-agent, pyqqq-cli, and pqsafe.qa-agentpyqqq-clipqsafe
How long has qqa been around?
qqa first shipped in 2025.
Is qqa open source?
Yes — qqa is open source under the BSD-3-Clause-Clear license, developed on GitHub.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 22
License
BSD-3-Clause-Clear
First seen
Mar 12, 2025
Activity
🟢 Active
Status
🟢 Active
Built for
optimization researchers
Model
Open source
Solves
Solving complex combinatorial and spin-glass optimization problems efficiently using GPU acceleration.

Developer

Yumaichikawa
Small team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
22
🍴 Forks
1
Open issues
6
Last commit
1mo ago
Commits 90d
93
Contributors
5
Authorship
Small team
Default branch
main
Latest release
v0.6.0 · 3mo ago

PulseGate index

Confidence
Low · 64
Indexed
Jun 26, 2026
Lifecycle
Alive
Activity
Active
First seen
Mar 2025
Last seen
2w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqu7cwy812n0dntvpr1mfool
Slug
qqa-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 26, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jun 26, 2026
Canonical URL
https://github.com/Yuma-Ichikawa/QQA4CO

Similar apps

Other apps tracked under the same category.

  • qa-agent
    pypi.org
  • pyqqq-cli
    pypi.org
  • pqsafe
    pqsafe.xyz
  • AIQA
    theaiqa.com
  • pyqrack
    pypi.org
  • naqsha
    github.com