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Open Source Science

https://github.com/carnotresearch/cr-nimble

Fast linear algebra and signal processing utilities

https://github.com/carnotresearch/cr-nimble

Science Score: 13.0%

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

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (10.1%) to scientific vocabulary

Keywords

linear-algebra
Last synced: 9 months ago · JSON representation

Repository

Fast linear algebra and signal processing utilities

Basic Info
Statistics
  • Stars: 7
  • Watchers: 1
  • Forks: 3
  • Open Issues: 0
  • Releases: 7
Topics
linear-algebra
Created over 4 years ago · Last pushed over 2 years ago
Metadata Files
Readme Changelog Contributing License Code of conduct

README.md

CR-Nimble

CR-Nimble consists of fast linear algebra and signal processing routines. Most of the routines have been implemented using Google JAX. Thus, they can be easily run on a variety of hardware (CPU, GPU, TPU).

Functionality includes:

  • Utility functions for working with vectors, matrices and arrays
  • Linear algebra functions
  • Digital signal processing functions
  • Data compression functions
  • Test data generation functions

Installation

{shell} python -m pip install cr-nimble

For Windows, you can use unofficial JAX builds from here.

Import

{python} import cr.nimble as crn

See documentation for library usage.

CR-Nimble is part of CR-Suite.

Related libraries:

codecov Unit Tests Documentation Status

Owner

  • Name: Carnot Research Pvt. Ltd.
  • Login: carnotresearch
  • Kind: organization

GitHub Events

Total
Last Year

Committers

Last synced: about 3 years ago

All Time
  • Total Commits: 85
  • Total Committers: 3
  • Avg Commits per committer: 28.333
  • Development Distribution Score (DDS): 0.188
Top Committers
Name Email Commits
Shailesh Kumar s****k@g****m 69
Shailesh Kumar s****h@i****m 15
Shailesh Kumar 6****h@u****m 1
Committer Domains (Top 20 + Academic)
indigits.com: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 0
  • Total pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: 4 months
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 1.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
  • b (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 351 last-month
  • Total dependent packages: 2
  • Total dependent repositories: 4
  • Total versions: 6
  • Total maintainers: 1
pypi.org: cr-nimble

Iterative algorithms for numerical linear algebra with JAX

  • Versions: 6
  • Dependent Packages: 2
  • Dependent Repositories: 4
  • Downloads: 351 Last month
Rankings
Dependent packages count: 3.1%
Dependent repos count: 7.5%
Average: 13.0%
Downloads: 16.0%
Forks count: 19.1%
Stargazers count: 19.3%
Maintainers (1)
carnotresearch
Last synced: 9 months ago

Dependencies

docs/requirements.txt pypi
  • IPython >=7.16.1
  • chex >=0.0.4
  • ipykernel >=5.3.4
  • jax >=0.1.55
  • jaxlib >=0.1.37
  • matplotlib *
  • myst-parser *
  • nbsphinx >=0.8.0
  • numpy >=1.18.0
  • scipy *
  • sphinx ==4.0.0
  • sphinx-autodoc-typehints >=1.11.1
  • sphinx-gallery >=0.8.0
  • sphinx-panels *
  • sphinxcontrib-bibtex >=1.0.0
  • sphinxcontrib-katex >=0.7.1
requirements/requirements-tests.txt pypi
  • pytest * test
  • pytest-cov * test
requirements/requirements.txt pypi
  • bitarray >=2.6
  • jax >=0.3.14
  • jaxlib >=0.3.14
  • matplotlib *
  • numpy >=1.20.0
  • scipy >=1.6
  • sympy >=1.6
.github/workflows/ci.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
  • codecov/codecov-action v1 composite
  • zcong1993/setup-timezone master composite
.github/workflows/release.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/sphinx.yaml actions
  • actions/cache v2 composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
  • ammaraskar/sphinx-problem-matcher master composite
  • peaceiris/actions-gh-pages v3 composite
setup.py pypi