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tranz

v0.4.0 Experimental

Point-embedding knowledge graph models: TransE, RotatE, ComplEx, DistMult. GPU training via candle.

MIT OR Apache-2.0 Edition 2021 MSRV 1.85
AlgorithmsScience #embeddings#knowledge-graph#link-prediction

Quick Verdict

  • โœ“Actively maintained (updated 1d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
66
Dependents
0
Releases
6
Size
45KB

Deep Insights

๐Ÿ“Š
Download activity

66 downloads in the last 30 days (2/day avg).

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Prolific maintainer

The primary maintainer publishes 62 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

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Compact crate

At 44KB, tranz is lightweight. Small crate size correlates with focused, well-scoped functionality.

Health Breakdown

Maintenance 19/25

Recency, release consistency, active ratio

Quality 15/25

Yanked ratio, deps, size, maturity, features

Community 6/20

Reverse deps, ownership, ecosystem

Popularity 2/15

Downloads, momentum, growth trend

Documentation 12/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
1/day avg
010203012/301/172/42/223/123/29

Version Adoption

v0.2.1
21%
v0.4.0
21%
v0.2.0
20%
v0.3.1
20%
v0.1.0
18%

Release Timeline

6 releasessince 2026
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Feature Flags

default =["rand"]

cudacandle

README

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Maintainers

Dependencies
7
direct dependencies
Dependents
0
crates depend on tranz

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