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tract-pulse

v0.22.1 Growing

Tiny, no-nonsense, self contained, TensorFlow and ONNX inference

MIT OR Apache-2.0 Edition 2024
Science #tensorflow#neuralnetworks

Quick Verdict

  • โœ“Actively maintained (updated 7d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 362 crates
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
657.6K
Dependents
362
Releases
106
Size
29KB

Deep Insights

๐Ÿ“Š
Stable downloads

33.8K downloads in the last 30 days (1.1K/day). Volume is roughly flat compared to the previous period.

๐Ÿ”—
Moderate adoption

362 crates depend on tract-pulse. Reasonable ecosystem adoption, though not yet a core dependency.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 5+ years old, tract-pulse hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿ“
Compact crate

At 28KB, tract-pulse is lightweight. Small crate size correlates with focused, well-scoped functionality.

๐ŸŒŸ
Used by top crates

Notable dependents include tract-tensorflow, tract, tract-kaldi, tract-extra, tract-rs. When high-quality crates choose tract-pulse, it's a strong quality signal.

Health Breakdown

Maintenance 19/25

Recency, release consistency, active ratio

Quality 13/25

Yanked ratio, deps, size, maturity, features

Community 11/20

Reverse deps, ownership, ecosystem

Popularity 7/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
1K/day avg+14%
01K2K3K12/291/162/32/213/113/28

Top Dependents

Version Adoption

v0.21.4
41%
v0.21.13
38%
v0.21.9
11%
v0.21.12
5%
v0.19.16
5%

Release Timeline

106 releases5 yankedsince 2020
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2020
5
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2022
29
2023
33
2024
9
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6
2026
6
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README

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Maintainers

Dependencies
4
direct dependencies
Dependents
362
crates depend on tract-pulse

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