differt

Differentiable Ray Tracing Toolbox for Radio Propagation Simulations

https://github.com/jeertmans/differt

Science Score: 67.0%

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
    Found 5 DOI reference(s) in README
  • Academic publication links
    Links to: zenodo.org
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (17.3%) to scientific vocabulary

Keywords

differentiable-simulations radio-propagation raytracing

Keywords from Contributors

mesh standardization animations interpretability energy-system-model parallel energy-system exoplanet yolov5 pipeline-testing
Last synced: 6 months ago · JSON representation ·

Repository

Differentiable Ray Tracing Toolbox for Radio Propagation Simulations

Basic Info
Statistics
  • Stars: 36
  • Watchers: 2
  • Forks: 5
  • Open Issues: 9
  • Releases: 48
Topics
differentiable-simulations radio-propagation raytracing
Created over 2 years ago · Last pushed 6 months ago
Metadata Files
Readme Changelog Funding License Citation

README.md

DiffeRT logo
# DiffeRT Differentiable Ray Tracing toolbox for Radio Propagation powered by the [JAX ecosystem](https://github.com/jax-ml/jax). [![Latest Release][pypi-version-badge]][pypi-version-url] [![Python version][pypi-python-version-badge]][pypi-version-url] [![Documentation][documentation-badge]][documentation-url] [![DOI][doi-badge]][doi-url] [![Codecov][codecov-badge]][codecov-url]

Usage

[!WARNING] This package is still under important development, see the v1.0.0 milestone for future features, and the CHANGELOG for versioning policy.

If you have any suggestion regarding the development of this package, please open an issue.

The easiest way to install DiffeRT is through pip:

bash pip install differt

We provide pre-built binaries for most platforms. If you want (or need) to build the package from the source distribution, or want to customize the installation (e.g., with GPU support), check out the installation guide.

Reporting an issue

If you think you found a bug, an error in the documentation, or wish there was some feature that is currently missing, we would love to hear from you!

The best way to reach us is via the GitHub issues. If your problem is not covered by an already existing (closed or open) issue, then we suggest you create a new issue. You can choose from a list of templates, or open a blank issue if your issue does not fit one of the proposed topics.

The more precise you are in the description of your problem, the faster we will be able to help you!

If you rather have a question than a problem, then it is probably best suited to ask it in the Q&A category of the discussions.

Contributing

All types of contributions are more than welcome!

Please follow the contributing guide for a detailed step-by-step procedure.

Citing

If you use this software, please cite it as:

bibtex @software{Eertmans_Differentiable_Ray_Tracing, title = {{DiffeRT: A Differentiable Ray Tracing Toolbox for Radio Propagation Simulations}}, author = {Eertmans, Jérome}, url = {https://github.com/jeertmans/DiffeRT}, license = {MIT}, version = {v0.5.0} }

For other citation formats, please refer to the Cite this repository button the main page of our GitHub repository or to our Zenodo records.

Thank you for using this software and helping us!

Owner

  • Name: Jérome Eertmans
  • Login: jeertmans
  • Kind: user
  • Location: Belgium
  • Company: UCLouvain

PhD student, with a Master in Electromechanical Engineering

Citation (CITATION.cff)

cff-version: 1.2.0
title: >-
  DiffeRT: A
  Differentiable Ray Tracing Toolbox for Radio Propagation
  Simulations
message: 'If you use this software, please cite us.'
type: software
authors:
  - family-names: Eertmans
    given-names: Jérome
    orcid: 'https://orcid.org/0000-0002-5579-5360'
identifiers:
  - type: doi
    value: 10.5281/zenodo.11386432
    description: Zenodo Archive
repository-code: 'https://github.com/jeertmans/DiffeRT'
url: 'https://eertmans.be/DiffeRT'
abstract: Differentiable Ray Tracer for Radio-Propagation Modeling.
keywords:
  - Ray Tracing
  - Differentiable
  - JAX
  - Radio Propagation
  - Modeling
license: MIT
version: v0.5.0

GitHub Events

Total
  • Create event: 159
  • Commit comment event: 4
  • Issues event: 13
  • Release event: 32
  • Watch event: 26
  • Delete event: 141
  • Issue comment event: 181
  • Push event: 611
  • Pull request review event: 46
  • Pull request review comment event: 152
  • Pull request event: 238
  • Fork event: 4
Last Year
  • Create event: 159
  • Commit comment event: 4
  • Issues event: 13
  • Release event: 32
  • Watch event: 26
  • Delete event: 141
  • Issue comment event: 181
  • Push event: 611
  • Pull request review event: 46
  • Pull request review comment event: 152
  • Pull request event: 238
  • Fork event: 4

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 505
  • Total Committers: 5
  • Avg Commits per committer: 101.0
  • Development Distribution Score (DDS): 0.192
Past Year
  • Commits: 261
  • Committers: 3
  • Avg Commits per committer: 87.0
  • Development Distribution Score (DDS): 0.215
Top Committers
Name Email Commits
Jérome Eertmans j****s@i****m 408
github-actions[bot] 4****] 59
dependabot[bot] 4****] 21
pre-commit-ci[bot] 6****] 16
imgbot[bot] 3****] 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 12
  • Total pull requests: 410
  • Average time to close issues: 18 days
  • Average time to close pull requests: 3 days
  • Total issue authors: 3
  • Total pull request authors: 5
  • Average comments per issue: 0.42
  • Average comments per pull request: 1.64
  • Merged pull requests: 367
  • Bot issues: 0
  • Bot pull requests: 148
Past Year
  • Issues: 8
  • Pull requests: 248
  • Average time to close issues: 27 days
  • Average time to close pull requests: 2 days
  • Issue authors: 3
  • Pull request authors: 3
  • Average comments per issue: 0.5
  • Average comments per pull request: 1.4
  • Merged pull requests: 228
  • Bot issues: 0
  • Bot pull requests: 85
Top Authors
Issue Authors
  • jeertmans (11)
  • ogencoglu (1)
  • fanyimeng0 (1)
Pull Request Authors
  • jeertmans (326)
  • github-actions[bot] (135)
  • dependabot[bot] (39)
  • pre-commit-ci[bot] (5)
  • imgbot[bot] (2)
Top Labels
Issue Labels
documentation (5) python (4) bug (3) tests (2) enhancement (2) needs-triage (2) ci (2) help wanted (2) good first issue (2) benchmarks (1) not-worth (1) question (1) rust (1) nice-to-have (1) dependencies (1)
Pull Request Labels
ci (203) dependencies (191) python (158) documentation (127) tests (105) visualization (49) rust (37) benchmarks (24) enhancement (16) bug (11) not-worth (2)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 523 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 46
  • Total maintainers: 1
pypi.org: differt

Differentiable Ray Tracing Toolbox for Radio Propagation Simulations

  • Versions: 46
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 523 Last month
Rankings
Dependent packages count: 9.9%
Forks count: 29.9%
Average: 36.6%
Stargazers count: 38.9%
Dependent repos count: 67.8%
Maintainers (1)
Last synced: 6 months ago

Dependencies

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pyproject.toml pypi
  • chex ^0.1.84
  • jax ^0.4.20
  • jaxtyping ^0.2.23
  • matplotlib ^3.8.1
  • numpy ^1.26.1
  • open3d ^0.17.0
  • plotly ^5.18.0
  • python >=3.9,<3.13
Cargo.toml cargo
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Cargo.lock cargo
  • 134 dependencies
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