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torsh

v0.1.3 Growing

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 13d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (21 direct deps)
  • โœ“Permissive license (Apache-2.0)

Security

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Downloads
936
Dependents
6
Releases
9
Size
103KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

62 downloads in the last 30 days (2/day), up 265% from the previous period.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 912 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 1+ years old, torsh hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿ“ฆ
Heavy dependency tree

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

โš ๏ธ
Notable yanked versions

11% of releases have been yanked. Check version history before pinning.

Health Breakdown

Maintenance 21/25

Recency, release consistency, active ratio

Quality 11/25

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
04/265/146/16/197/77/24

Top Dependents

Most downloaded crates that depend on torsh

Version Adoption

v0.1.0-alpha.1
62%
v0.1.2
10%
v0.1.0
10%
v0.1.1
10%
v0.1.3
7%

Release Timeline

9 releases1 yankedsince 2025
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2025
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2026
6
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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
6
crates depend on torsh

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