Comparison
LibFewShot vs hub
Verdict
Pick LibFewShot when license: LibFewShot is MIT, hub is Apache-2.0; pick hub when license: hub is Apache-2.0, LibFewShot is MIT.
Markdown twin · LibFewShot alternatives · hub alternatives
GraphCanon updated today
Trust & integrity
| Signal | LibFewShot | hub |
|---|---|---|
| Maintenance | Slowing (257d since push) As of today · github_public_v1 | Dormant (539d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization 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 lockfile As of today · none |
Tagline
- LibFewShot
- [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.
- hub
- A library for transfer learning by reusing parts of TensorFlow models.
Stars
- LibFewShot
- 1.1k
- hub
- 3.5k
Forks
- LibFewShot
- 199
- hub
- 1.6k
Open issues
- LibFewShot
- 9
- hub
- 14
Language
- LibFewShot
- Python
- hub
- Python
Adopt for
- LibFewShot
- -
- hub
- -
Persona
- LibFewShot
- -
- hub
- -
Runtime
- LibFewShot
- -
- hub
- -
License
- LibFewShot
- MIT
- hub
- Apache-2.0
Last pushed
- LibFewShot
- Oct 27, 2025
- hub
- Jan 17, 2025
Categories
- LibFewShot
- Model Training, Computer Vision
- hub
- Vector Databases, Model Training, Computer Vision
Trust and health
Maintenance
- LibFewShot
- Slowing (36%)
- hub
- Dormant (18%)
Days since push
- LibFewShot
- 257d
- hub
- 539d
Open issues (now)
- LibFewShot
- 9
- hub
- 14
Full report
- LibFewShot
- Trust report
- hub
- Trust report
Choose LibFewShot if…
- License: LibFewShot is MIT, hub is Apache-2.0.
- Tags unique to LibFewShot: meta-learning, fine-tuning, few-shot-learning, pytorch.
- More recently updated (last pushed Oct 27, 2025).
When NOT to use LibFewShot
- Last GitHub push was 257 days ago (slowing maintenance, Oct 27, 2025). Validate activity before betting a new project on LibFewShot.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Choose hub if…
- License: hub is Apache-2.0, LibFewShot is MIT.
- Tags unique to hub: ml, embeddings, machine-learning, transfer-learning.
- Also covers Vector Databases.
When NOT to use hub
- Last GitHub push was 540 days ago (dormant maintenance, Jan 17, 2025). Validate activity before betting a new project on hub.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- 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 (RL-VIG/LibFewShot) · observed Jul 11, 2026
- GitHub forks (RL-VIG/LibFewShot) · observed Jul 11, 2026
- Last push (RL-VIG/LibFewShot) · observed Oct 27, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (tensorflow/hub) · observed Jul 11, 2026
- GitHub forks (tensorflow/hub) · observed Jul 11, 2026
- Last push (tensorflow/hub) · observed Jan 17, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: LibFewShot 1.1k · hub 3.5k (synced Jul 11, 2026).
Common questions
- What is the difference between LibFewShot and hub?
- LibFewShot: [TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.. hub: A library for transfer learning by reusing parts of TensorFlow models.. See the comparison table for live GitHub stats and shared categories.
- When should I choose LibFewShot over hub?
- Choose LibFewShot over hub when License: LibFewShot is MIT, hub is Apache-2.0; Tags unique to LibFewShot: meta-learning, fine-tuning, few-shot-learning, pytorch; More recently updated (last pushed Oct 27, 2025).
- When should I choose hub over LibFewShot?
- Choose hub over LibFewShot when License: hub is Apache-2.0, LibFewShot is MIT; Tags unique to hub: ml, embeddings, machine-learning, transfer-learning; Also covers Vector Databases.
- When should I avoid LibFewShot?
- Last GitHub push was 257 days ago (slowing maintenance, Oct 27, 2025). Validate activity before betting a new project on LibFewShot. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- When should I avoid hub?
- Last GitHub push was 540 days ago (dormant maintenance, Jan 17, 2025). Validate activity before betting a new project on hub. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Is LibFewShot or hub more popular on GitHub?
- hub has more GitHub stars (3,521 vs 1,069). Stars measure visibility, not whether either tool fits your constraints.
- Are LibFewShot and hub open source?
- Yes - both are open-source projects on GitHub (LibFewShot: MIT, hub: Apache-2.0).
- Where can I find alternatives to LibFewShot or hub?
- GraphCanon lists graph-backed alternatives at LibFewShot alternatives and hub alternatives (LibFewShot markdown twin, hub 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, LibFewShot or hub?
- LibFewShot: Slowing. hub: 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 LibFewShot and hub?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: LibFewShot trust report; hub trust report.