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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 33d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 370 crates
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
724.3K
Dependents
370
Releases
108
Size
29KB

Deep Insights

๐Ÿ“Š
Stable downloads

34.0K downloads in the last 30 days (1.1K/day). Volume is roughly flat compared to the previous period.

๐Ÿ”—
Moderate adoption

370 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 17/25

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-2%
01K2K3K4K2/263/164/34/215/95/26

Top Dependents

Version Adoption

v0.21.13
95%
v0.23.0-dev.3
3%
v0.21.15
1%
v0.23.0-dev.5
1%
v0.22.0
1%

Release Timeline

10 releasessince 2025
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2026
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README

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Maintainers

Dependencies
4
direct dependencies
Dependents
370
crates depend on tract-pulse

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