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vsa-optim-rs

v0.1.1 Experimental

Deterministic training optimization using VSA compression and closed-form gradient prediction

MIT Edition 2021 MSRV 1.92
AlgorithmsScienceMathematics #machine-learning#optimization#gradient#training#vsa

Quick Verdict

  • โœ“Actively maintained (updated 62d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Permissive license (MIT)

Security

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Downloads
348
Dependents
12
Releases
2
Size
57KB

Deep Insights

๐Ÿ“‰
Download decline

98 downloads in the last 30 days, down 57% from the previous period. May indicate migration to alternatives.

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Used by top crates

Notable dependents include tritter-accel, rust-ai-core, axolotl-rs. When high-quality crates choose vsa-optim-rs, it's a strong quality signal.

Health Breakdown

Maintenance 10/25

Recency, release consistency, active ratio

Quality 14/25

Yanked ratio, deps, size, maturity, features

Community 9/20

Reverse deps, ownership, ecosystem

Popularity 3/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
4/day avg+201%
05010012/291/162/32/213/113/28

Top Dependents

Most downloaded crates that depend on vsa-optim-rs

Version Adoption

v0.1.1
96%
v0.1.0
4%

Release Timeline

2 releasessince 2026
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Feature Flags

python

README

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Maintainers

Dependencies
9
direct dependencies
Dependents
12
crates depend on vsa-optim-rs

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