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tract-pulse

v0.23.4 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 5d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Trusted by 409 crates
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
817.8K
Dependents
409
Releases
118
Size
68KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

62.3K downloads in the last 30 days (2.1K/day), up 49% from the previous period.

๐Ÿ”—
Moderate adoption

409 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.

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 12/25

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+21%
01K2K3K4K4/265/146/16/197/77/24

Top Dependents

Version Adoption

v0.23.3
41%
v0.23.0
25%
v0.23.1
18%
v0.23.2
8%
v0.23.4
8%

Release Timeline

10 releasessince 2026
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README

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Maintainers

Dependencies
8
direct dependencies
Dependents
409
crates depend on tract-pulse

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