ebtorch
🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
â—‹DOI references
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â—‹Academic publication links
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â—‹Committers with academic emails
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â—‹Institutional organization owner
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â—‹JOSS paper metadata
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â—‹Scientific vocabulary similarity
Low similarity (5.8%) to scientific vocabulary
Keywords
Repository
🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses
Basic Info
- Host: GitHub
- Owner: emaballarin
- License: mit
- Language: Python
- Default Branch: main
- Homepage: https://pypi.org/project/ebtorch
- Size: 3.08 MB
Statistics
- Stars: 9
- Watchers: 3
- Forks: 1
- Open Issues: 0
- Releases: 3
Topics
Metadata Files
README.md
:fire: ebtorch 
Collection of PyTorch additions, extensions, utilities, uses and abuses.
Getting started
Due to the dependency of ebtorch on:
- the latest (unpublished) upstream version of AdverTorch;
- TorchAttacks, which in turn depends (probably too tightly) on requests~=2.25.1,
the recommended way of installing ebtorch, at the moment, is the following:
bash
pip install --upgrade "ebtorch>=0.25.9" "git+https://github.com/BorealisAI/advertorch.git" "requests>=2.28"
Within Google Colab, it can be installed (together with all missing dependencies) with:
jupyter
!pip install "fire>=0.6" "medmnist>=3" "torchattacks>=3.5.1" "git+https://github.com/BorealisAI/advertorch.git" "ebtorch>=0.25.9" --no-deps
Owner
- Name: Emanuele Ballarin
- Login: emaballarin
- Kind: user
- Location: Trieste, Italy
- Company: Dept. of Maths, UniTS | @LACoNIC-UniTS ⊆ @ailab-units | @sissa-data-science | @AI-Student-Society
- Website: https://ballarin.cc/
- Twitter: emaballarin
- Repositories: 18
- Profile: https://github.com/emaballarin
PhD student in (neuro-inspired) Deep Learning. Also: robust / trustworthy / Bayesian DL, kernel methods, computational neuroscience. Overenthusiastic tinkerer.
Citation (CITATION.cff)
cff-version: 1.2.0 message: "If you use this software, please cite it as below. Thanks!" authors: - family-names: "Ballarin" given-names: "Emanuele" orcid: "https://orcid.org/0000-0003-3673-0665" title: "ebtorch: Collection of PyTorch additions, extensions, utilities, uses and abuses" url: "https://github.com/emaballarin/ebtorch"
GitHub Events
Total
- Issues event: 3
- Delete event: 1
- Issue comment event: 1
- Push event: 40
- Pull request event: 1
Last Year
- Issues event: 3
- Delete event: 1
- Issue comment event: 1
- Push event: 40
- Pull request event: 1
Committers
Last synced: almost 3 years ago
All Time
- Total Commits: 166
- Total Committers: 4
- Avg Commits per committer: 41.5
- Development Distribution Score (DDS): 0.06
Top Committers
| Name | Commits | |
|---|---|---|
| Emanuele Ballarin | e****e@b****c | 156 |
| deepsource-autofix[bot] | 6****]@u****m | 8 |
| sider[bot] | 4****]@u****m | 1 |
| DeepSource Bot | b****t@d****o | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 1
- Total pull requests: 15
- Average time to close issues: about 2 hours
- Average time to close pull requests: 4 days
- Total issue authors: 1
- Total pull request authors: 2
- Average comments per issue: 0.0
- Average comments per pull request: 0.2
- Merged pull requests: 8
- Bot issues: 0
- Bot pull requests: 14
Past Year
- Issues: 1
- Pull requests: 0
- Average time to close issues: about 2 hours
- 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
- lykos98 (1)
Pull Request Authors
- deepsource-autofix[bot] (17)
- emaballarin (1)
- ghost (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- pypi 635 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 150
- Total maintainers: 1
pypi.org: ebtorch
Collection of PyTorch additions, extensions, utilities, uses and abuses
- Homepage: https://github.com/emaballarin/ebtorch
- Documentation: https://ebtorch.readthedocs.io/
- License: Apache-2.0
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Latest release: 0.34.6
published 6 months ago
Rankings
Maintainers (1)
Dependencies
- nengolib *
- numpy *
- torch >=1.10