Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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○DOI references
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✓Academic publication links
Links to: arxiv.org -
○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (10.2%) to scientific vocabulary
Last synced: 11 months ago
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JSON representation
Repository
A python wrapper for Barnes-Hut tsne
Basic Info
Statistics
- Stars: 411
- Watchers: 25
- Forks: 132
- Open Issues: 8
- Releases: 0
Archived
Created almost 13 years ago
· Last pushed over 3 years ago
Metadata Files
Readme
Changelog
Contributing
License
README.md
NOT MAINTAINED
- I have not used this project myself on a long time
- No issues or PRs can be created
- At the time of writting this April 6, 2023 - The lastest release on PyPI (
0.3.1) works as intented - I recommend moving to a native solution to other frameworks such as Tensorflow or PyTorch
Python-TSNE
Python library containing T-SNE algorithms.
Note: Scikit-learn v0.17 includes TSNE algorithms and you should probably be using that instead.
Installation
Requirements
From PyPI:
pip install tsne
From conda:
conda install -c maxibor tsne
Usage
Basic usage:
python
from tsne import bh_sne
X_2d = bh_sne(X)
Examples
Algorithms
Barnes-Hut-SNE
A python (cython) wrapper for Barnes-Hut-SNE aka fast-tsne.
I basically took osdf's code and made it pip compliant.
Additional resources
- See Barnes-Hut-SNE (2013), L.J.P. van der Maaten. It is available on arxiv.
Owner
- Name: Daniel Rodriguez
- Login: danielfrg
- Kind: user
- Location: Austin, TX
- Company: @Google
- Website: https://danielfrg.com
- Twitter: danielfrg
- Repositories: 114
- Profile: https://github.com/danielfrg
GitHub Events
Total
- Watch event: 7
Last Year
- Watch event: 7
Committers
Last synced: over 3 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Daniel Rodriguez | d****l@d****m | 36 |
| Daniel Rodriguez | d****3@g****m | 32 |
| Daniel Rodriguez | d****z@o****s | 15 |
| osdf | o****f@g****m | 13 |
| Evan Rees | 2****n@u****m | 3 |
| Desmond Elliott | d****t@g****m | 2 |
| Aashish Pawar ⚡ | p****4@g****m | 1 |
| Justin Bayer | b****n@g****m | 1 |
| mschubert | m****v@g****m | 1 |
| pryvkin10x | p****n@1****m | 1 |
| Maxime Borry | m****r@u****m | 1 |
| Michael A. Alcorn | a****2@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: about 1 year ago
All Time
- Total issues: 28
- Total pull requests: 15
- Average time to close issues: almost 2 years
- Average time to close pull requests: 11 days
- Total issue authors: 28
- Total pull request authors: 10
- Average comments per issue: 2.61
- Average comments per pull request: 0.87
- Merged pull requests: 12
- 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
Top Authors
Issue Authors
- isledge (1)
- gatapia (1)
- batman1492 (1)
- lynnyi (1)
- chmodsss (1)
- salilnavgire (1)
- motiur (1)
- RasterBurn (1)
- mrgloom (1)
- shuvrobiswas (1)
- akshittyagi (1)
- justiceamoh (1)
- akshay-1993 (1)
- ghost (1)
- NataliaDiaz (1)
Pull Request Authors
- WiscEvan (4)
- danielfrg (3)
- markberger (1)
- ashishpawar517 (1)
- maxibor (1)
- airalcorn2 (1)
- pryvkin10x (1)
- mschubert (1)
- elliottd (1)
- ghost (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 2
-
Total downloads:
- pypi 296 last-month
- Total docker downloads: 211
-
Total dependent packages: 0
(may contain duplicates) -
Total dependent repositories: 24
(may contain duplicates) - Total versions: 14
- Total maintainers: 1
pypi.org: tsne
TSNE algorithms
- Homepage: https://github.com/danielfrg/tsne
- Documentation: https://tsne.readthedocs.io/
- License: Apache License, Version 2.0
-
Latest release: 0.3.1
published about 6 years ago
Rankings
Docker downloads count: 1.4%
Dependent repos count: 3.0%
Stargazers count: 3.2%
Forks count: 4.2%
Average: 5.0%
Downloads: 7.9%
Dependent packages count: 10.1%
Maintainers (1)
Last synced:
11 months ago
conda-forge.org: tsne
TSNE implementations for python
- Homepage: https://github.com/danielfrg/py_tsne
- License: Apache-2.0
-
Latest release: 0.3.1
published over 4 years ago
Rankings
Forks count: 15.8%
Stargazers count: 19.4%
Dependent repos count: 24.4%
Average: 27.8%
Dependent packages count: 51.6%
Last synced:
11 months ago
Dependencies
environment.yml
conda
- black
- cython >=0.19.1
- flake8
- isort
- jupyterlab
- matplotlib
- notebook
- numpy >=1.7.1
- pip
- pylint
- pytest
- pytest-cov
- python 3.8.*
- scikit-learn
- scipy >=0.12.0
- setuptools
- setuptools_scm
- twine
- wheel
requirements-dev.txt
pypi
- black * development
- cython >=0.19.1 development
- flake8 * development
- isort * development
- jupyterlab * development
- matplotlib * development
- notebook * development
- numpy >=1.7.1 development
- pylint * development
- pytest * development
- pytest-cov * development
- scikit-learn * development
- scipy >=0.12.0 development
- setuptools * development
- setuptools_scm * development
- twine * development
- wheel * development
requirements.txt
pypi
- cython >=0.19.1
- numpy >=1.7.1
- scipy >=0.12.0