https://github.com/csinva/hpa-interp
Interpretations on the HPA dataset.
Science Score: 13.0%
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
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○DOI references
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○Academic publication links
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○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 (1.9%) to scientific vocabulary
Keywords
artificial-intelligence
biological-data-analysis
deep-learning
explainability
interpretability
machine-learning
medical-imaging
ml
neural-network
pytorch
Last synced: 5 months ago
·
JSON representation
Repository
Interpretations on the HPA dataset.
Basic Info
- Host: GitHub
- Owner: csinva
- Language: Jupyter Notebook
- Default Branch: master
- Size: 6.81 MB
Statistics
- Stars: 1
- Watchers: 3
- Forks: 0
- Open Issues: 0
- Releases: 0
Topics
artificial-intelligence
biological-data-analysis
deep-learning
explainability
interpretability
machine-learning
medical-imaging
ml
neural-network
pytorch
Created over 6 years ago
· Last pushed about 6 years ago
Metadata Files
Readme
readme.md
HPA interp
- model zoo: https://modelzoo.cellprofiling.org/#/
- download the model from
bestfitting, unzip and rename it tobestfittingand then add to this directory
- download the model from
- data downloading: https://github.com/CellProfiling/HPA-model-zoo
Owner
- Name: Chandan Singh
- Login: csinva
- Kind: user
- Location: Microsoft research
- Company: Senior researcher
- Website: csinva.io
- Twitter: csinva_
- Repositories: 29
- Profile: https://github.com/csinva
Senior researcher @Microsoft interpreting ML models in science and medicine. PhD from UC Berkeley.
GitHub Events
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- Watch event: 1
Last Year
- Watch event: 1
Issues and Pull Requests
Last synced: 11 months ago
All Time
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- Total pull requests: 0
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- Total issue authors: 0
- Total 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
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