Comparison
galaxy vs Awesome-AI-Data-Guided-Projects
Verdict
Pick galaxy if galaxy is an open-source platform for accessible and transparent computational research in the biomedical domain; pick Awesome-AI-Data-Guided-Projects if awesome-AI-Data-Guided-Projects is a curated list featuring projects for building conversational chatbots using large language models and fine-tuning LLMs with LoRA, suitable for portfolio-building in AI.
Markdown twin · galaxy alternatives · Awesome-AI-Data-Guided-Projects alternatives
GraphCanon updated Sep 20, 2026
7views this month
vs
Trust & integrity
| Signal | galaxy | Awesome-AI-Data-Guided-Projects |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 17, 2026 · github_public_v1 | Dormant (847d since push) As of Aug 31, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 17, 2026 · github_public_v1 | Not a fork · Personal account As of Aug 31, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- galaxy
- Data intensive science for everyone
- Awesome-AI-Data-Guided-Projects
- A curated list of data science & AI guided projects for portfolio-building
Stars
- galaxy
- 1.9k
- Awesome-AI-Data-Guided-Projects
- 723
Forks
- galaxy
- 1.2k
- Awesome-AI-Data-Guided-Projects
- 151
Open issues
- galaxy
- 2.8k
- Awesome-AI-Data-Guided-Projects
- 2
Language
- galaxy
- Python
- Awesome-AI-Data-Guided-Projects
- -
Adopt for
- galaxy
- Galaxy is an open-source platform for accessible and transparent computational research in the biomedical domain.
- Awesome-AI-Data-Guided-Projects
- Awesome-AI-Data-Guided-Projects is a curated list featuring projects for building conversational chatbots using large language models and fine-tuning LLMs with LoRA, suitable for portfolio-building in AI.
Persona
- galaxy
- -
- Awesome-AI-Data-Guided-Projects
- -
Runtime
- galaxy
- -
- Awesome-AI-Data-Guided-Projects
- -
License
- galaxy
- Other
- Awesome-AI-Data-Guided-Projects
- GPL-3.0 License allows free use for personal and commercial purposes but requires users to make their modifications available under the same license terms.
Last pushed
- galaxy
- Sep 17, 2026
- Awesome-AI-Data-Guided-Projects
- May 5, 2024
Categories
- galaxy
- Developer Tools, Model Training
- Awesome-AI-Data-Guided-Projects
- Developer Tools, LLM Frameworks, Model Training
Trust and health
Maintenance
- galaxy
- Very active (96%)
- Awesome-AI-Data-Guided-Projects
- Dormant (18%)
Days since push
- galaxy
- 0d
- Awesome-AI-Data-Guided-Projects
- 847d
Open issues (now)
- galaxy
- 2.8k
- Awesome-AI-Data-Guided-Projects
- 2
Stars delta
- galaxy
- +25 (30d)
- Awesome-AI-Data-Guided-Projects
- 0 (30d)
Open issues delta
- galaxy
- +14 (30d)
- Awesome-AI-Data-Guided-Projects
- 0 (30d)
Owner type
- galaxy
- Organization
- Awesome-AI-Data-Guided-Projects
- User
OSV dependency advisories
- galaxy
- Published findings
- Awesome-AI-Data-Guided-Projects
- No lockfile (source not queried)
Full report
- galaxy
- Trust report
- Awesome-AI-Data-Guided-Projects
- Trust report
Choose galaxy if…
- License: galaxy is Other, Awesome-AI-Data-Guided-Projects is GPL-3.0.
- Requirements: Galaxy requires Python 3.10 or higher.; Dependencies for tools might need to be installed manually via the admin interface..
- Tags unique to galaxy: bioinformatics, genomics.
- Use Galaxy if your work involves bioinformatics, genomics, or next-generation sequencing data analysis.
When NOT to use galaxy
- Avoid using Galaxy for non-biomedical research as its extensive library and support focus primarily on this domain.
- Do not use if real-time interactive development or very customized workflows are needed because the platform prioritizes reproducibility and transparency over flexibility in tool setups.
Choose Awesome-AI-Data-Guided-Projects if…
- License: Awesome-AI-Data-Guided-Projects is GPL-3.0, galaxy is Other.
- Tags unique to Awesome-AI-Data-Guided-Projects: ai, computer-vision, datascience, deep-learning.
- Also covers LLM Frameworks.
- You need guided projects to build conversational chatbot applications.
When NOT to use Awesome-AI-Data-Guided-Projects
- Looking for end-to-end LLM training from scratch; this tool focuses more on fine-tuning and guided projects.
- In search of proprietary AI tools or custom enterprise solutions, as Awesome-AI-Data-Guided-Projects offers open-source project guides.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (galaxyproject/galaxy) · observed Sep 20, 2026
- GitHub forks (galaxyproject/galaxy) · observed Sep 20, 2026
- Last push (galaxyproject/galaxy) · observed Sep 17, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (youssefHosni/Awesome-AI-Data-Guided-Projects) · observed Sep 20, 2026
- GitHub forks (youssefHosni/Awesome-AI-Data-Guided-Projects) · observed Sep 20, 2026
- Last push (youssefHosni/Awesome-AI-Data-Guided-Projects) · observed May 5, 2024
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: galaxy 1.9k · Awesome-AI-Data-Guided-Projects 723 (synced Sep 20, 2026).
Common questions
- What is the difference between galaxy and Awesome-AI-Data-Guided-Projects?
- galaxy: Data intensive science for everyone. Awesome-AI-Data-Guided-Projects: A curated list of data science & AI guided projects for portfolio-building. See the comparison table for live GitHub stats and shared categories.
- When should I choose galaxy over Awesome-AI-Data-Guided-Projects?
- Choose galaxy over Awesome-AI-Data-Guided-Projects when License: galaxy is Other, Awesome-AI-Data-Guided-Projects is GPL-3.0; Requirements: Galaxy requires Python 3.10 or higher.; Dependencies for tools might need to be installed manually via the admin interface.; Tags unique to galaxy: bioinformatics, genomics; Use Galaxy if your work involves bioinformatics, genomics, or next-generation sequencing data analysis.
- When should I choose Awesome-AI-Data-Guided-Projects over galaxy?
- Choose Awesome-AI-Data-Guided-Projects over galaxy when License: Awesome-AI-Data-Guided-Projects is GPL-3.0, galaxy is Other; Tags unique to Awesome-AI-Data-Guided-Projects: ai, computer-vision, datascience, deep-learning; Also covers LLM Frameworks; You need guided projects to build conversational chatbot applications.
- When should I avoid galaxy?
- Avoid using Galaxy for non-biomedical research as its extensive library and support focus primarily on this domain. Do not use if real-time interactive development or very customized workflows are needed because the platform prioritizes reproducibility and transparency over flexibility in tool setups.
- When should I avoid Awesome-AI-Data-Guided-Projects?
- Looking for end-to-end LLM training from scratch; this tool focuses more on fine-tuning and guided projects. In search of proprietary AI tools or custom enterprise solutions, as Awesome-AI-Data-Guided-Projects offers open-source project guides.
- Is galaxy or Awesome-AI-Data-Guided-Projects more popular on GitHub?
- galaxy has more GitHub stars (1,858 vs 723). Stars measure visibility, not whether either tool fits your constraints.
- Are galaxy and Awesome-AI-Data-Guided-Projects open source?
- Yes - both are open-source projects on GitHub (galaxy: Other, Awesome-AI-Data-Guided-Projects: GPL-3.0).
- Where can I find alternatives to galaxy or Awesome-AI-Data-Guided-Projects?
- GraphCanon lists graph-backed alternatives at galaxy alternatives and Awesome-AI-Data-Guided-Projects alternatives (galaxy markdown twin, Awesome-AI-Data-Guided-Projects markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, galaxy or Awesome-AI-Data-Guided-Projects?
- galaxy: Very active. Awesome-AI-Data-Guided-Projects: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for galaxy and Awesome-AI-Data-Guided-Projects?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: galaxy trust report; Awesome-AI-Data-Guided-Projects trust report.