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jams-core

v0.2.23 Growing

jams-core provides thin abstraction around common machine learning and deep learning models and model stores like AWS S3, Azure Blob Storage, MinIO, Local Filesystem. You can think of each component as a LEGO block which can be used to build a system depending on the requirements

Apache-2.0 Edition 2021
#machine-learning#deep-learning#mlops

Quick Verdict

  • !Pre-1.0: API may have breaking changes
  • !Heavy dependency tree (28 direct deps)
  • โœ“Permissive license (Apache-2.0)

Security

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Downloads
52.3K
Dependents
75
Releases
43
Size
982KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

79 downloads in the last 30 days (3/day), up 119% from the previous period.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 1+ years old, jams-core hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿ“ฆ
Heavy dependency tree

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

Health Breakdown

Maintenance 9/25

Recency, release consistency, active ratio

Quality 11/25

Yanked ratio, deps, size, maturity, features

Community 8/20

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
3/day avg-59%
01020304012/291/162/32/213/113/28

Top Dependents

Most downloaded crates that depend on jams-core

Version Adoption

v0.2.3
21%
v0.1.18
20%
v0.2.2
20%
v0.1.16
20%
v0.2.1
20%

Release Timeline

43 releases1 yankedsince 2024
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2024
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2026
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Feature Flags

default =["catboost", "lightgbm", "tensorflow", "torch"]

torch*xgboostcatboost*lightgbm*tensorflow*

README

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Maintainers

Dependencies
28
direct dependencies
Dependents
75
crates depend on jams-core

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