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bhtsne

v0.5.4 Growing

Exact and Barnes-Hut implementations of t-SNE.

MIT Edition 2024
AlgorithmsScienceVisualization #machine-learning#barnes-hut#data-analysis#tsne#data-visualization

Quick Verdict

  • !Pre-1.0: API may have breaking changes
  • โœ“Permissive license (MIT)

Security

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Downloads
59.7K
Dependents
22
Releases
12
Size
23KB

Deep Insights

๐Ÿ“‰
Download decline

1.5K downloads in the last 30 days, down 32% from the previous period. May indicate migration to alternatives.

๐Ÿ”ฌ
Pre-1.0 for over a year

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

๐Ÿ“
Compact crate

At 22KB, bhtsne is lightweight. Small crate size correlates with focused, well-scoped functionality.

๐ŸŒŸ
Used by top crates

Notable dependents include single_algebra, linfa-tsne, burn_dino, burn_tripo. When high-quality crates choose bhtsne, it's a strong quality signal.

Health Breakdown

Maintenance 7/25

Recency, release consistency, active ratio

Quality 15/25

Yanked ratio, deps, size, maturity, features

Community 10/20

Reverse deps, ownership, ecosystem

Popularity 6/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
51/day avg+72%
010020030040012/301/172/42/223/123/29

Top Dependents

Version Adoption

v0.4.1
61%
v0.4.0
16%
v0.5.2
9%
v0.5.3
8%
v0.5.4
7%

Release Timeline

12 releasessince 2020
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2020
1
2021
7
2022
2
2023
2024
1
2025
1
2026
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Feature Flags

default =["csv"]

README

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Maintainers

Dependencies
7
direct dependencies
Dependents
22
crates depend on bhtsne

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