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torsh

v0.1.2 Experimental

A blazingly fast, production-ready deep learning framework written in pure Rust

Apache-2.0 Edition 2021 MSRV 1.77
AlgorithmsScienceMathematics #neural-network#machine-learning#tensor#deep-learning#autograd

Quick Verdict

  • โœ“Actively maintained (updated 29d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (21 direct deps)
  • โœ“Permissive license (Apache-2.0)

Security

Checking security advisories...
Downloads
865
Dependents
5
Releases
8
Size
104KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

32 downloads in the last 30 days (1/day), up 52% from the previous period.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 737 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ“ฆ
Heavy dependency tree

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

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Notable yanked versions

13% of releases have been yanked. Check version history before pinning.

Health Breakdown

Maintenance 20/25

Recency, release consistency, active ratio

Quality 10/25

Yanked ratio, deps, size, maturity, features

Community 8/20

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
0/day avg
02/263/164/34/215/95/26

Top Dependents

Most downloaded crates that depend on torsh

Version Adoption

v0.1.0-alpha.1
67%
v0.1.0
11%
v0.1.1
10%
v0.1.0-rc.1
6%
v0.1.2
5%

Release Timeline

8 releases1 yankedsince 2025
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3
2026
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Feature Flags

default =["std", "nn", "optim", "data", "examples"]

fxnn*devhubjitstd*cudadata*fullrocmsimdtextwgpubenchdebugmetalnumpyoptim*tracelinalgno_stdpythonsparsevisionbackendminimalspecialexamples*parallelprofilerresearchfast-mathserializefunctionaldistributedperformancequantizationfull-advancedserialize-allpytorch-compatserialize-hdf5serialize-onnxserialize-arrow

README

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Maintainers

Dependencies
21
direct dependencies
Dependents
5
crates depend on torsh

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