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torsh-core

v0.1.1 Experimental

Core types and traits for ToRSh deep learning framework

Apache-2.0 Edition 2021 MSRV 1.77
ScienceMathematics #core#machine-learning#tensor#deep-learning#pytorch

Quick Verdict

  • โœ“Actively maintained (updated 7d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 181 crates
  • !Heavy dependency tree (24 direct deps)
  • โœ“Permissive license (Apache-2.0)

Security

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Downloads
2.9K
Dependents
181
Releases
6
Size
508KB

Deep Insights

๐Ÿ“Š
Stable downloads

521 downloads in the last 30 days (17/day). Volume is roughly flat compared to the previous period.

๐Ÿ”—
Moderate adoption

181 crates depend on torsh-core. Reasonable ecosystem adoption, though not yet a core dependency.

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

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

๐ŸŒŸ
Used by top crates

Notable dependents include torsh-tensor, torsh-autograd, torsh-linalg, torsh-nn, torsh-data. When high-quality crates choose torsh-core, 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 12/20

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
17/day avg+25%
020406012/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.1.0-alpha.1
54%
v0.1.0
16%
v0.1.0-alpha.2
16%
v0.1.0-rc.1
9%
v0.1.0-beta.1
5%

Release Timeline

6 releasessince 2025
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Feature Flags

default =["std", "half", "parallel"]

gpustd*cudafp16half*numasimdwgpubenchc-apicudnndebugtraceavx512no_stdpythonparallel*fast-mathserializecompressiondistributedexperimentalmemory-debugcpu-optimizedmemory-mappingstorage_benchmarksunsafe-optimizations

README

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Maintainers

Dependencies
24
direct dependencies
Dependents
181
crates depend on torsh-core

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