Science Score: 44.0%
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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
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○Scientific vocabulary similarity
Low similarity (3.7%) to scientific vocabulary
Keywords
Repository
PyTorch wrapper for Deep Density Estimation Models
Basic Info
Statistics
- Stars: 3
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 1
Topics
Metadata Files
README.md
Torch Density Estimation
Generic implementation of Deep Neural Networks for Density Estimation in PyTorch and PytorchLightning.
Installation
In order to network implementations install torchde via pip:
shell
pip install torchde
In case you wish to employ the training procedures and datamodule implementations (on top of pytorch-lightning), you would need to install the additional tools as well:
shell
pip install "torchde[tools]"
Owner
- Name: Vahid Zehtab
- Login: vahidzee
- Kind: user
- Location: Toronto, ON
- Company: University of Toronto
- Website: https://zehtab.me/
- Twitter: vahid_zee
- Repositories: 21
- Profile: https://github.com/vahidzee
Applied & Theoretical Deep Learning Researcher MSc. CS @ UofT | BSc. CE @ Sharif University of Technology
Citation (CITATION.cff)
cff-version: 1.2.0
title: '"torchde": PyTorch Density Estimation'
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Vahid
family-names: Zehtab
email: vdzehtab@gmail.com
repository-code: "https://github.com/vahidzee/torchde/"
abstract: >-
A lightweight PyTorch wrapper for deep density
estimation models.
keywords:
- Machine Learning
- Deep Learning
- Density Estimation
- Anomaly Detection
license: MIT
date-released: "2022-07-01"
GitHub Events
Total
- Issues event: 1
- Fork event: 1
Last Year
- Issues event: 1
- Fork event: 1
Committers
Last synced: over 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| vahidzee | v****e@g****m | 63 |
| Vahid Zehtab | 3****e | 2 |
Issues and Pull Requests
Last synced: 7 months ago
All Time
- Total issues: 1
- Total pull requests: 0
- Average time to close issues: 1 minute
- Average time to close pull requests: N/A
- Total issue authors: 1
- Total pull request authors: 0
- Average comments per issue: 0.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 1
- Pull requests: 0
- Average time to close issues: 1 minute
- Average time to close pull requests: N/A
- Issue authors: 1
- Pull request authors: 0
- Average comments per issue: 0.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- dalphil (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- pypi 165 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 11
- Total maintainers: 1
pypi.org: torchde
'torchde' offers a lightweight PyTorch toolbox for Deep Density Estimation Models
- Homepage: https://github.com/vahidzee/deepde
- Documentation: https://torchde.readthedocs.io/
- License: MIT
-
Latest release: 0.0.12
published over 3 years ago
Rankings
Maintainers (1)
Dependencies
- torch >=1.7.
- jsonargparse *
- pytorch-lightning *
- torchvision *