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sparsimony

Dynamic sparse training and pruning algorithms for pytorch

https://github.com/mklasby/sparsimony

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (2.2%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Dynamic sparse training and pruning algorithms for pytorch

Basic Info
  • Host: GitHub
  • Owner: mklasby
  • License: mit
  • Language: Python
  • Default Branch: main
  • Size: 212 KB
Statistics
  • Stars: 5
  • Watchers: 4
  • Forks: 4
  • Open Issues: 0
  • Releases: 2
Created almost 2 years ago · Last pushed 7 months ago
Metadata Files
Readme License Citation

README.md

sparsimony

CI Pipeline CD Pipeline

Under development.

See examples/ for example usage.

Owner

  • Name: Mike Lasby
  • Login: mklasby
  • Kind: user
  • Location: Calgary, Alberta

Software engineer with a passion for machine learning, data science, automation, web development, and building science engineering.

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software in your work, please cite it as below."
authors:
  - family-names: Lasby
    given-names: Mike
title: Sparsimony - Dynamic sparse training and pruning algorithms for PyTorch
version: 0.2
date-released: "2024-09-15"
url: "https://github.com/mklasby/sparsimony"

GitHub Events

Total
  • Release event: 1
  • Watch event: 2
  • Delete event: 10
  • Member event: 1
  • Issue comment event: 2
  • Push event: 40
  • Pull request event: 21
  • Fork event: 4
  • Create event: 7
Last Year
  • Release event: 1
  • Watch event: 2
  • Delete event: 10
  • Member event: 1
  • Issue comment event: 2
  • Push event: 40
  • Pull request event: 21
  • Fork event: 4
  • Create event: 7

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 9 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 1
  • Total maintainers: 1
pypi.org: sparsimony
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 9 Last month
Rankings
Dependent packages count: 9.6%
Average: 36.3%
Dependent repos count: 63.1%
Maintainers (1)
mklasby
Last synced: 7 months ago

Dependencies

.github/workflows/cd.yaml actions
  • actions/checkout v2 composite
  • actions/setup-python v1 composite
.github/workflows/ci.yaml actions
  • actions/checkout v2 composite
  • actions/setup-python v1 composite
pyproject.toml pypi
  • black ^24.2.0 develop
  • flake8 ^7.0.0 develop
  • pre-commit ^3.6.2 develop
  • pytest ^8.1.1 develop
  • pytest-cov ^5.0.0 develop
  • numpy 1.*
  • python >=3.9,<=3.12
  • torch >=2.0