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qmachina

v0.3.0 Growing

A small library for Quant Machine Learning development.

LGPL-3.0-only Edition 2021
AlgorithmsData structuresScienceMathematicsFinance #machine-learning#quant#quantitative

Quick Verdict

  • โœ•Not updated for 2+ years
  • !Pre-1.0: API may have breaking changes
  • โœ“Tiny footprint (24KB, 2 deps)

Security

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Downloads
13.7K
Dependents
0
Releases
12
Size
24KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

16 downloads in the last 30 days (1/day), up 45% from the previous period.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 2+ years old, qmachina hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿชถ
Minimal dependencies

Only 2 direct dependencies. Lean dependency tree means faster builds and lower supply chain risk.

๐Ÿ“
Compact crate

At 23KB, qmachina is lightweight. Small crate size correlates with focused, well-scoped functionality.

Health Breakdown

Maintenance 12/25

Recency, release consistency, active ratio

Quality 16/25

Yanked ratio, deps, size, maturity, features

Community 6/20

Reverse deps, ownership, ecosystem

Popularity 5/15

Downloads, momentum, growth trend

Documentation 13/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg+9%
051012/301/172/42/223/123/29

Version Adoption

v0.3.0
25%
v0.3.0-dev.1
19%
v0.3.0-dev.3
19%
v0.2.0
19%
v0.3.0-dev.2
19%

Release Timeline

12 releasessince 2024
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Feature Flags

polars

README

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Maintainers

Dependencies
2
direct dependencies
Dependents
0
crates depend on qmachina

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