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ndarray_einsum_beta

v0.7.0 Growing

Implementation of the einsum function for the Rust ndarray crate. As popularized in numpy, einsum (Einstein summation) implements general multidimensional tensor contraction. Many linear algebra operations and generalizations of those operations can be expressed as special cases of tensor contraction.

Apache-2.0 Edition 2018
Science #tensor#ndarray#einsum#einstein-summation#contraction

Quick Verdict

  • โœ•Not updated for 4+ years
  • !Pre-1.0: API may have breaking changes
  • โœ“Permissive license (Apache-2.0)

Security

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Downloads
685.5K
Dependents
71
Releases
16
Size
33KB

Deep Insights

๐Ÿ“Š
Steady growth

17.3K downloads in the last 30 days (576/day), up 12% from the previous period.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 6+ years old, ndarray_einsum_beta hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿ“
Compact crate

At 32KB, ndarray_einsum_beta is lightweight. Small crate size correlates with focused, well-scoped functionality.

๐ŸŒŸ
Used by top crates

Notable dependents include rust-optimal-transport, optima, s2gpp, autodiff_rs. When high-quality crates choose ndarray_einsum_beta, it's a strong quality signal.

Health Breakdown

Maintenance 4/25

Recency, release consistency, active ratio

Quality 13/25

Yanked ratio, deps, size, maturity, features

Community 10/20

Reverse deps, ownership, ecosystem

Popularity 7/15

Downloads, momentum, growth trend

Documentation 9/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
617/day avg-38%
05001K2K12/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.7.0
98%
v0.5.0
1%
v0.4.4
0%
v0.4.3
0%
v0.3.2
0%

Release Timeline

16 releasessince 2019
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README

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Maintainers

Dependencies
8
direct dependencies
Dependents
71
crates depend on ndarray_einsum_beta

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