Comparison
FLsystem-paper vs keras
Verdict
Pick FLsystem-paper when tags unique to FLsystem-paper: awesome-list, federated-learning, mlsys, papers; pick keras when tags unique to keras: data-science, deep-learning, jax, neural-networks.
Markdown twin · FLsystem-paper alternatives · keras alternatives
GraphCanon updated today
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Trust & integrity
| Signal | FLsystem-paper | keras |
|---|---|---|
| Maintenance | Dormant (885d since push) As of today · github_public_v1 | Very active (4d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No criticals As of today · osv@v1 |
Tagline
- FLsystem-paper
- Federated Learning Systems Paper List
- keras
- Deep Learning for humans
Stars
- FLsystem-paper
- 75
- keras
- 64k
Forks
- FLsystem-paper
- 7
- keras
- 20k
Open issues
- FLsystem-paper
- 1
- keras
- 228
Language
- FLsystem-paper
- -
- keras
- Python
Adopt for
- FLsystem-paper
- -
- keras
- -
Persona
- FLsystem-paper
- -
- keras
- -
Runtime
- FLsystem-paper
- -
- keras
- -
License
- FLsystem-paper
- -
- keras
- Apache-2.0
Last pushed
- FLsystem-paper
- Feb 7, 2024
- keras
- Jul 7, 2026
Categories
- FLsystem-paper
- Inference & Serving, LLM Frameworks, Model Training
- keras
- Model Training
Trust and health
Maintenance
- FLsystem-paper
- Dormant (18%)
- keras
- Very active (96%)
Days since push
- FLsystem-paper
- 885d
- keras
- 4d
Open issues (now)
- FLsystem-paper
- 1
- keras
- 228
Owner type
- FLsystem-paper
- User
- keras
- Organization
Security scan
- FLsystem-paper
- No lockfile
- keras
- No criticals
Full report
- FLsystem-paper
- Trust report
- keras
- Trust report
Choose FLsystem-paper if…
- Tags unique to FLsystem-paper: awesome-list, federated-learning, mlsys, papers.
- Also covers Inference & Serving, LLM Frameworks.
- Leaner open-issue backlog (1).
When NOT to use FLsystem-paper
- Last GitHub push was 886 days ago (dormant maintenance, Feb 7, 2024). Validate activity before betting a new project on FLsystem-paper.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AmberLJC/FLsystem-paper) · observed Jul 11, 2026
- GitHub forks (AmberLJC/FLsystem-paper) · observed Jul 11, 2026
- Last push (AmberLJC/FLsystem-paper) · observed Feb 7, 2024
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (keras-team/keras) · observed Jul 11, 2026
- GitHub forks (keras-team/keras) · observed Jul 11, 2026
- Last push (keras-team/keras) · observed Jul 7, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: FLsystem-paper 75 · keras 64k (synced Jul 11, 2026).
Common questions
- What is the difference between FLsystem-paper and keras?
- FLsystem-paper: Federated Learning Systems Paper List. keras: Deep Learning for humans. See the comparison table for live GitHub stats and shared categories.
- When should I choose FLsystem-paper over keras?
- Choose FLsystem-paper over keras when Tags unique to FLsystem-paper: awesome-list, federated-learning, mlsys, papers; Also covers Inference & Serving, LLM Frameworks; Leaner open-issue backlog (1).
- When should I choose keras over FLsystem-paper?
- Choose keras over FLsystem-paper when Tags unique to keras: data-science, deep-learning, jax, neural-networks; More GitHub stars (64k vs 75) - visibility, not fit.
- When should I avoid FLsystem-paper?
- Last GitHub push was 886 days ago (dormant maintenance, Feb 7, 2024). Validate activity before betting a new project on FLsystem-paper. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- When should I avoid keras?
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Is FLsystem-paper or keras more popular on GitHub?
- keras has more GitHub stars (64,191 vs 75). Stars measure visibility, not whether either tool fits your constraints.
- Are FLsystem-paper and keras open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to FLsystem-paper or keras?
- GraphCanon lists graph-backed alternatives at FLsystem-paper alternatives and keras alternatives (FLsystem-paper markdown twin, keras 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, FLsystem-paper or keras?
- FLsystem-paper: Dormant. keras: Very active. 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 FLsystem-paper and keras?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: FLsystem-paper trust report; keras trust report.