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tenflowers-dataset

v0.1.0 Experimental

Data pipeline and dataset utilities for TenfloweRS

Apache-2.0 Edition 2021 MSRV 1.70
ScienceMathematics #neural-network#machine-learning#tensor#gpu#autograd

Quick Verdict

  • โœ“Actively maintained (updated 7d ago)
  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (33 direct deps)
  • โœ“Permissive license (Apache-2.0)

Security

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Downloads
601
Dependents
11
Releases
5
Size
416KB

Deep Insights

๐Ÿ“Š
Steady growth

85 downloads in the last 30 days (3/day), up 6% from the previous period.

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Prolific maintainer

The primary maintainer publishes 603 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ“ฆ
Heavy dependency tree

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

๐ŸŒŸ
Used by top crates

Notable dependents include tenflowers, tenflowers-neural, tenflowers-ffi. When high-quality crates choose tenflowers-dataset, it's a strong quality signal.

Health Breakdown

Maintenance 21/25

Recency, release consistency, active ratio

Quality 13/25

Yanked ratio, deps, size, maturity, features

Community 9/20

Reverse deps, ownership, ecosystem

Popularity 3/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
2/day avg+84%
0510152012/291/162/32/213/113/28

Top Dependents

Most downloaded crates that depend on tenflowers-dataset

Version Adoption

v0.1.0-alpha.1
66%
v0.1.0-alpha.2
17%
v0.1.0-rc.1
8%
v0.1.0-beta.1
6%
v0.1.0
3%

Release Timeline

5 releasessince 2025
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Feature Flags

default =["parallel", "images", "serialize", "mmap", "parquet", "csv_format", "regex", "tfrecord", "msgpack", "audio", "download", "webdataset", "numa"]

gpuhdf5mmap*numa*audio*cloudregex*images*msgpack*parquet*download*parallel*tfrecord*serialize*csv_format*webdataset*compressiondistributed

README

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Maintainers

Dependencies
33
direct dependencies
Dependents
11
crates depend on tenflowers-dataset

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