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rustorch

v0.6.29 Experimental

Production-ready PyTorch-compatible deep learning library in Rust with special mathematical functions (gamma, Bessel, error functions), statistical distributions, Fourier transforms (FFT/RFFT), matrix decomposition (SVD/QR/LU/eigenvalue), automatic differentiation, neural networks, computer vision transforms, complete GPU acceleration (CUDA/Metal/OpenCL), SIMD optimizations, parallel processing, WebAssembly browser support, comprehensive distributed learning support, and performance validation

MIT OR Apache-2.0 Edition 2021
AlgorithmsScience #fft#machine-learning#tensor#pytorch#matrix-decomposition

Quick Verdict

  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (72 direct deps)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
25.4K
Dependents
0
Releases
85
Size
2.8MB

Deep Insights

๐Ÿ“Š
Steady growth

69 downloads in the last 30 days (2/day), up 8% from the previous period.

๐Ÿ“ฆ
Heavy dependency tree

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

๐Ÿ“
Large crate size

2.8MB is relatively large. May impact download and compile times.

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Notable yanked versions

26% of releases have been yanked. Check version history before pinning.

Health Breakdown

Maintenance 14/25

Recency, release consistency, active ratio

Quality 6/25

Yanked ratio, deps, size, maturity, features

Community 6/20

Reverse deps, ownership, ecosystem

Popularity 5/15

Downloads, momentum, growth trend

Documentation 13/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
2/day avg+0%
020406012/291/162/32/213/113/28

Version Adoption

v0.3.16
20%
v0.3.19
20%
v0.3.23
20%
v0.4.0
20%
v0.1.7
20%

Release Timeline

85 releases22 yankedsince 2025
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Feature Flags

cudancclonnxwasmmetalcoremllinalgopenclpythonwebgpuci-fastmodel-hubwasm-safehybrid-f32mac-hybridsafetensorsmemory-debugmodel-importcoreml-hybridlinalg-systemblas-optimizedcoreml-fallback

README

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Maintainers

Dependencies
72
direct dependencies
Dependents
0
crates depend on rustorch

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