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torsh-nn

v0.1.1 Experimental

Neural network modules for ToRSh with PyTorch-compatible API

Apache-2.0 Edition 2021 MSRV 1.77
AlgorithmsScience #neural-network#machine-learning#deep-learning#pytorch#layers

Quick Verdict

  • โœ“Actively maintained (updated 7d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (25 direct deps)
  • โœ“Permissive license (Apache-2.0)

Security

Checking security advisories...
Downloads
1.5K
Dependents
70
Releases
6
Size
467KB

Deep Insights

๐Ÿ“Š
Stable downloads

277 downloads in the last 30 days (9/day). Volume is roughly flat compared to 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.

๐Ÿ“ฆ
Heavy dependency tree

25 direct dependencies. Consider the impact on compile times and supply chain complexity.

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Used by top crates

Notable dependents include torsh, torsh-vision, torsh-hub, torsh-distributed, torsh-models. When high-quality crates choose torsh-nn, it's a strong quality signal.

Health Breakdown

Maintenance 20/25

Recency, release consistency, active ratio

Quality 13/25

Yanked ratio, deps, size, maturity, features

Community 11/20

Reverse deps, ownership, ecosystem

Popularity 4/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
8/day avg+54%
010203012/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.1.0-alpha.1
55%
v0.1.0-alpha.2
17%
v0.1.0
16%
v0.1.0-rc.1
8%
v0.1.0-beta.1
4%

Release Timeline

6 releasessince 2025
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Feature Flags

default =["std"]

std*cudarocmsimdmetalserializesafetensors

README

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Maintainers

Dependencies
25
direct dependencies
Dependents
70
crates depend on torsh-nn

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