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optirs-learned

v0.3.1 Experimental

OptiRS learned optimizers and meta-learning

Apache-2.0 Edition 2021
AlgorithmsScience #neural#transformer#lstm#meta-learning#learned-optimizers

Quick Verdict

  • โœ“Actively maintained (updated 1d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Permissive license (Apache-2.0)
  • !40% of releases were yanked

Security

Checking security advisories...
Downloads
1.3K
Dependents
18
Releases
10
Size
520KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

61 downloads in the last 30 days (2/day), up 24% from the previous period.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 603 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

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Notable yanked versions

40% of releases have been yanked. Check version history before pinning.

Health Breakdown

Maintenance 20/25

Recency, release consistency, active ratio

Quality 7/25

Yanked ratio, deps, size, maturity, features

Community 9/20

Reverse deps, ownership, ecosystem

Popularity 4/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
2/day avg+38%
051012/291/162/32/213/113/28

Top Dependents

Most downloaded crates that depend on optirs-learned

Version Adoption

v0.1.0
37%
v0.2.0
28%
v0.1.0-rc.1
15%
v0.1.0-rc.2
12%
v0.3.0
8%

Release Timeline

10 releases4 yankedsince 2025
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2025
7
2026
3
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Feature Flags

default =["transformer"]

nlplstmtransformer*meta_learningautograd_integration

README

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Maintainers

Dependencies
9
direct dependencies
Dependents
18
crates depend on optirs-learned

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