Science Score: 49.0%
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
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 1 DOI reference(s) in README -
✓Academic publication links
Links to: biorxiv.org -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (6.0%) to scientific vocabulary
Last synced: 6 months ago
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JSON representation
Repository
Material for...
Basic Info
- Host: GitHub
- Owner: BioPhys-Turin
- License: other
- Language: Jupyter Notebook
- Default Branch: main
- Size: 143 MB
Statistics
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
- Releases: 1
Created about 2 years ago
· Last pushed 11 months ago
Metadata Files
Readme
License
Citation
README.md
Exploring the latent space of transcriptomic data with topic modeling
Material for Exploring the latent space of transcriptomic data with topic modeling
See analyses for a detailed description of all the steps to reproduce the analyses

Environment
The easiest way to run all the notebooks of this repository with all dependencies handled correctly is using Docker.
You can enable jupyter lab with docker-compose
bash
docker-compose up -d
then point your browser to localhost
Package
A Python package with used functions can be downloaded from https://pypi.org/project/topicpy/
bash
pip install topicpy
Owner
- Name: Biophys Turin group
- Login: BioPhys-Turin
- Kind: organization
- Email: caselle@to.infn.it
- Location: Italy
- Website: http://personalpages.to.infn.it/~caselle/BioPhys/BioPhys.html
- Repositories: 1
- Profile: https://github.com/BioPhys-Turin
GitHub Events
Total
- Push event: 8
- Public event: 1
- Pull request event: 4
- Create event: 1
Last Year
- Push event: 8
- Public event: 1
- Pull request event: 4
- Create event: 1
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 0
- Total pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: less than a minute
- Total issue authors: 0
- Total pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: less than a minute
- Issue authors: 0
- Pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
Pull Request Authors
- fvalle1 (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
.github/workflows/docker-image.yml
actions
- actions/checkout v2 composite
Dockerfile
docker
- jupyter/datascience-notebook latest build
docker-compose.yml
docker
- docker.pkg.github.com/fvalle1/topics/topicmodel latest
requirements.txt
pypi
- cairocffi *
- gobject *
- gseapy *
- jupyter *
- matplotlib *
- numpy *
- pandarallel *
- pandas *
- regex *
- scanpy *
- scipy ==1.10.0
- seaborn *
- sklearn *
- tensorflow *
- tensorflow_probability *
- topicpy *
- watermark *