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https://github.com/ai4trees/pointtorch

A Python Package for Deep Learning on 3D Point Clouds Using PyTorch.

https://github.com/ai4trees/pointtorch

Science Score: 26.0%

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
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.1%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

A Python Package for Deep Learning on 3D Point Clouds Using PyTorch.

Basic Info
  • Host: GitHub
  • Owner: ai4trees
  • License: mit
  • Language: Python
  • Default Branch: main
  • Size: 439 KB
Statistics
  • Stars: 0
  • Watchers: 0
  • Forks: 1
  • Open Issues: 0
  • Releases: 2
Created over 1 year ago · Last pushed 10 months ago
Metadata Files
Readme Changelog License

README.md

pointtorch

A Python Package for Deep Learning on 3D Point Clouds Using PyTorch.

pypi-image License: MIT CI coverage PyPI - Python Version

Package Documentation

The documentation of our package is available here.

Project Setup

The setup of our package is described in the documentation.

Owner

  • Name: ai4trees
  • Login: ai4trees
  • Kind: organization

GitHub Events

Total
  • Release event: 2
  • Watch event: 1
  • Delete event: 58
  • Issue comment event: 79
  • Push event: 208
  • Pull request review event: 1
  • Pull request event: 124
  • Fork event: 1
  • Create event: 63
Last Year
  • Release event: 2
  • Watch event: 1
  • Delete event: 58
  • Issue comment event: 79
  • Push event: 208
  • Pull request review event: 1
  • Pull request event: 124
  • Fork event: 1
  • Create event: 63

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 1
  • Total pull requests: 62
  • Average time to close issues: 2 months
  • Average time to close pull requests: about 6 hours
  • Total issue authors: 1
  • Total pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 1.02
  • Merged pull requests: 52
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 62
  • Average time to close issues: 2 months
  • Average time to close pull requests: about 6 hours
  • Issue authors: 1
  • Pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 1.02
  • Merged pull requests: 52
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • GoChriNo (1)
Pull Request Authors
  • josafatburmeister (62)
Top Labels
Issue Labels
ci (1)
Pull Request Labels
refactor (23) feat (15) ci (7) docs (3) test (3) fix (2)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 128 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 2
  • Total maintainers: 1
pypi.org: pointtorch

A Python Package for Deep Learning on 3D Point Clouds Using PyTorch.

  • Homepage: https://github.com/ai4trees/pointtorch
  • Documentation: https://ai4trees.github.io/pointtorch/
  • License: MIT License Copyright (c) 2024 ai4trees Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
  • Latest release: 0.2.0
    published over 1 year ago
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 128 Last month
Rankings
Dependent packages count: 9.9%
Average: 32.8%
Dependent repos count: 55.7%
Maintainers (1)
josafatburmeister
Last synced: 10 months ago

Dependencies

.github/workflows/build-docker-image.yml actions
  • AutoModality/action-clean v1.1.0 composite
  • actions/checkout v4 composite
  • elgohr/Publish-Docker-Github-Action v5 composite
.github/workflows/clean-up-pull-requests.yml actions
  • AnimMouse/setup-rclone v1 composite
.github/workflows/code-quality.yml actions
  • AutoModality/action-clean v1.1.0 composite
  • actions/checkout v4 composite
  • actions/setup-python v3 composite
  • codecov/codecov-action v4 composite
.github/workflows/conventional-commits-pull-requests.yml actions
  • ytanikin/pr-conventional-commits 1.1.0 composite
.github/workflows/deploy-docs.yml actions
  • AutoModality/action-clean v1.1.0 composite
  • actions/checkout v4 composite
  • actions/configure-pages v5 composite
  • actions/deploy-pages v4 composite
  • actions/upload-pages-artifact v3 composite
  • marocchino/sticky-pull-request-comment v2 composite
.github/workflows/generate-docs.yml actions
  • AutoModality/action-clean v1.1.0 composite
  • actions/checkout v4 composite
.github/workflows/release-package.yml actions
  • AutoModality/action-clean v1.1.0 composite
  • actions/checkout v4 composite
  • pypa/gh-action-pypi-publish release/v1 composite
Dockerfile docker
  • pytorch/pytorch 2.5.1-cuda12.4-cudnn9-devel build
  • pytorch/pytorch 2.4.0-cuda12.4-cudnn9-runtime build
pyproject.toml pypi
  • laspy >=2.0.0, <3.0.0
  • numpy >=1.21.0, <3.0.0
  • pandas >=2.0.0, <3.0.0
  • torch >=2.0.0, <2.5.0
  • torch-cluster >=1.6.0, <2.0.0
  • torch-scatter >=2.0.2, <3.0.0
setup.py pypi
.github/workflows/main.yml actions
.github/workflows/pull-requests.yml actions