https://github.com/hausergroup/psymodtraining
Training model on psychedelic drugs and their receptors
Science Score: 26.0%
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
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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 (2.6%) to scientific vocabulary
Repository
Training model on psychedelic drugs and their receptors
Basic Info
- Host: GitHub
- Owner: HauserGroup
- Language: Jupyter Notebook
- Default Branch: main
- Size: 29.7 MB
Statistics
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 5
- Releases: 0
Metadata Files
README.md
PsyModTraining
Training model on psychedelic drugs and their receptors
Input Exploration
Hallucinome Dataset
Includes fingerprint generation (Get_fingerprint.ipynb) and PCA generation (Fingerprint_PCA.ipynb)
ExperimentalData
Hallucinome Dataset
Multilabel Random Forest
ExperimentalData_multilabel_rf.ipynb
Threshold-based Multioutput Random Forest Classifier
ExperimentalData_realval_rf_threshold.ipynb
Single-Label Random Forest
rf_singleLabel.ipynb
Group Selfies/practice
Insights of auto-fragmentation results: group_selfie_psy_upsetPlot.ipynb
Group Selfies application in generating features: gsf_model_singleLabel_feature_importance.ipynb
MACSS fingerprints: MACCS_model_singleLabel_feature_importance.ipynb
GitHub Events
Total
- Issues event: 6
- Delete event: 1
- Issue comment event: 1
- Member event: 2
- Push event: 29
- Pull request event: 23
- Create event: 9
Last Year
- Issues event: 6
- Delete event: 1
- Issue comment event: 1
- Member event: 2
- Push event: 29
- Pull request event: 23
- Create event: 9
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 0
- Total pull requests: 2
- 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: 2
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 2
- 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: 2
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- jsture (3)
- xiaomuou620 (2)
Pull Request Authors
- xiaomuou620 (9)
- jsture (1)