Comparison
ailia-models vs stock-rnn
Verdict
Pick ailia-models if pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing; pick stock-rnn if predicts stock market prices using LSTM-based RNNs with optional multi-stock embeddings.
Markdown twin · ailia-models alternatives · stock-rnn alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | ailia-models | stock-rnn |
|---|---|---|
| Maintenance | Very active (0d since push) As of 3d · github_public_v1 | Dormant (1485d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Personal account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- ailia-models
- Repository of pre-trained AI models for ailia SDK
- stock-rnn
- Predict stock market prices using RNN model with multilayer LSTM cells.
Stars
- ailia-models
- 2.4k
- stock-rnn
- 2.0k
Forks
- ailia-models
- 363
- stock-rnn
- 673
Open issues
- ailia-models
- 321
- stock-rnn
- 24
Language
- ailia-models
- Python
- stock-rnn
- Python
Adopt for
- ailia-models
- Pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing.
- stock-rnn
- Predicts stock market prices using LSTM-based RNNs with optional multi-stock embeddings.
Persona
- ailia-models
- -
- stock-rnn
- -
Runtime
- ailia-models
- -
- stock-rnn
- -
License
- ailia-models
- -
- stock-rnn
- -
Last pushed
- ailia-models
- Aug 21, 2026
- stock-rnn
- Jul 28, 2022
Categories
- ailia-models
- Computer Vision, Model Training, Speech & Audio
- stock-rnn
- Model Training
Trust and health
Maintenance
- ailia-models
- Very active (96%)
- stock-rnn
- Dormant (18%)
Days since push
- ailia-models
- 0d
- stock-rnn
- 1485d
Open issues (now)
- ailia-models
- 321
- stock-rnn
- 24
Stars delta
- ailia-models
- +8 (30d)
- stock-rnn
- +14 (30d)
Open issues delta
- ailia-models
- +5 (30d)
- stock-rnn
- 0 (30d)
Owner type
- ailia-models
- Organization
- stock-rnn
- User
Full report
- ailia-models
- Trust report
- stock-rnn
- Trust report
Shared compatibility
- Python · ailia-models: Python runtime · stock-rnn: Python runtime
Choose ailia-models if…
- Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal.
- Also covers Computer Vision, Speech & Audio.
- When developing apps that integrate with the ailia SDK
When NOT to use ailia-models
- If your project does not align with ailia SDK or its specific model categories
- When you require customization beyond what is offered by pre-trained models in this repository
Choose stock-rnn if…
- Tags unique to stock-rnn: lstm, rnn-tensorflow, stock-price-prediction.
- Forecasting stock prices requires an approach that benefits from long-term memory in sequential data
- Leaner open-issue backlog (24).
When NOT to use stock-rnn
- Short-term price predictions dominate the forecasting focus
- Single-stock analysis suffices without incorporating multi-stock embeddings
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ailia-ai/ailia-models) · observed Aug 22, 2026
- GitHub forks (ailia-ai/ailia-models) · observed Aug 22, 2026
- Last push (ailia-ai/ailia-models) · observed Aug 21, 2026
- License file (unknown) · observed Aug 22, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (lilianweng/stock-rnn) · observed Aug 22, 2026
- GitHub forks (lilianweng/stock-rnn) · observed Aug 22, 2026
- Last push (lilianweng/stock-rnn) · observed Jul 28, 2022
- License file (unknown) · observed Aug 22, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ailia-models 2.4k · stock-rnn 2.0k (synced Aug 22, 2026).
Common questions
- What is the difference between ailia-models and stock-rnn?
- ailia-models: Repository of pre-trained AI models for ailia SDK. stock-rnn: Predict stock market prices using RNN model with multilayer LSTM cells.. See the comparison table for live GitHub stats and shared categories.
- When should I choose ailia-models over stock-rnn?
- Choose ailia-models over stock-rnn when Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal; Also covers Computer Vision, Speech & Audio; When developing apps that integrate with the ailia SDK.
- When should I choose stock-rnn over ailia-models?
- Choose stock-rnn over ailia-models when Tags unique to stock-rnn: lstm, rnn-tensorflow, stock-price-prediction; Forecasting stock prices requires an approach that benefits from long-term memory in sequential data; Leaner open-issue backlog (24).
- When should I avoid ailia-models?
- If your project does not align with ailia SDK or its specific model categories When you require customization beyond what is offered by pre-trained models in this repository
- When should I avoid stock-rnn?
- Short-term price predictions dominate the forecasting focus Single-stock analysis suffices without incorporating multi-stock embeddings
- Is ailia-models or stock-rnn more popular on GitHub?
- ailia-models has more GitHub stars (2,365 vs 1,990). Stars measure visibility, not whether either tool fits your constraints.
- Are ailia-models and stock-rnn open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to ailia-models or stock-rnn?
- GraphCanon lists graph-backed alternatives at ailia-models alternatives and stock-rnn alternatives (ailia-models markdown twin, stock-rnn 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, ailia-models or stock-rnn?
- ailia-models: Very active. stock-rnn: 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 ailia-models and stock-rnn?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ailia-models trust report; stock-rnn trust report.