Hi! I'm building a production cognitive system (Oracle Bridge / Bride) that uses HDC as its core similarity engine — 10,000-dimensional binary hypervectors for semantic comparison, anomaly detection, and emotional modeling.
I've been following torchhd for inspiration on the HDC implementation side. My system is written in Rust (for the daemon) with a REST API, and I'd love to explore:
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Integration: Could torchhd serve as a Python-side HDC companion? E.g., torchhd for offline batch processing + Oracle Bridge for real-time inference.
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Comparison: Has anyone benchmarked torchhd against a running production HDC system? I'd love to compare my binary HV approach against torchhd's implementations.
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Cross-pollination: Are there torchhd features that would be useful to expose via a REST API for non-Python clients?
Not trying to sell anything — genuinely interested in the HDC ecosystem. The API has a free tier if you're curious: https://tools.gracestack.se/oracle-bridge-landing.html
Repo with Bride's HDC implementation: https://github.com/cedendahlkim/bride
Cheers!
Hi! I'm building a production cognitive system (Oracle Bridge / Bride) that uses HDC as its core similarity engine — 10,000-dimensional binary hypervectors for semantic comparison, anomaly detection, and emotional modeling.
I've been following torchhd for inspiration on the HDC implementation side. My system is written in Rust (for the daemon) with a REST API, and I'd love to explore:
Integration: Could torchhd serve as a Python-side HDC companion? E.g., torchhd for offline batch processing + Oracle Bridge for real-time inference.
Comparison: Has anyone benchmarked torchhd against a running production HDC system? I'd love to compare my binary HV approach against torchhd's implementations.
Cross-pollination: Are there torchhd features that would be useful to expose via a REST API for non-Python clients?
Not trying to sell anything — genuinely interested in the HDC ecosystem. The API has a free tier if you're curious: https://tools.gracestack.se/oracle-bridge-landing.html
Repo with Bride's HDC implementation: https://github.com/cedendahlkim/bride
Cheers!