diabetes-dashboard
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 -
○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 (3.0%) to scientific vocabulary
Last synced: 6 months ago
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JSON representation
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Repository
Basic Info
- Host: GitHub
- Owner: resamimi
- License: mit
- Language: Python
- Default Branch: main
- Size: 3.81 MB
Statistics
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
- Releases: 0
Created 9 months ago
· Last pushed 9 months ago
Metadata Files
Readme
License
Citation
README.md
Diabetes Risk Analysis Dashboard
An interactive dashboard for analyzing diabetes risk factors and predictions. The system provides:
- Patient-specific risk analysis
- Feature importance visualization
- Interactive what-if analysis
- AI-powered explanations
- Scientific evidence integration
Features
- Real-time risk assessment
- Feature importance analysis
- Range-based analysis
- Counterfactual explanations
- Classification visualization
- Pattern analysis
Owner
- Login: resamimi
- Kind: user
- Repositories: 1
- Profile: https://github.com/resamimi
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this research, please cite it as below."
authors:
- family-names: "Slack"
given-names: "Dylan"
- family-names: "Krishna"
given-names: "Satyapriya"
- family-names: "Lakkaraju"
given-names: "Himabindu"
- family-names: "Singh"
given-names: "Sameer"
title: "TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations"
date-released: 2022-08-27
url: "https://github.com/dylan-slack/TalkToModel"
preferred-citation:
type: article
authors:
- family-names: "Slack"
given-names: "Dylan"
- family-names: "Krishna"
given-names: "Satyapriya"
- family-names: "Lakkaraju"
given-names: "Himabindu"
- family-names: "Singh"
given-names: "Sameer"
journal: "TSRML @ NeurIPS"
archivePrefix: "tsrml"
eprint: "2207.04154"
title: "TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations"
year: 2022
GitHub Events
Total
- Delete event: 1
- Push event: 2
- Create event: 6
Last Year
- Delete event: 1
- Push event: 2
- Create event: 6
Dependencies
Dockerfile
docker
- python 3.10-slim build
docker-compose.yml
docker
static/react/chat-interface/Dockerfile
docker
- node 18 build
static/react/chat-interface/package-lock.json
npm
- 1327 dependencies
static/react/chat-interface/package.json
npm
- @shadcn/ui ^0.0.4 development
- @tailwindcss/typography ^0.5.15 development
- autoprefixer ^10.4.20 development
- postcss ^8.4.47 development
- tailwindcss ^3.4.14 development
- @shadcn/ui ^0.0.4
- clsx ^2.1.1
- lucide-react ^0.454.0
- react ^18.2.0
- react-dom ^18.2.0
- react-scripts 5.0.1
- recharts ^2.13.3
- tailwind-merge ^2.5.4
- web-vitals ^4.2.4
pyproject.toml
pypi
requirements.txt
pypi
- Flask ==3.1.0
- Flask-SQLAlchemy ==3.1.1
- GitPython ==3.1.27
- Jinja2 ==3.1.4
- MarkupSafe ==2.1.1
- Pillow ==9.0.1
- PyJWT ==2.3.0
- PyWavelets ==1.3.0
- PyYAML ==6.0
- SQLAlchemy ==2.0.36
- Werkzeug ==3.1.3
- annotated-types ==0.7.0
- anthropic ==0.37.1
- anyio ==4.6.2.post1
- asgiref ==3.8.1
- attrs ==21.4.0
- blinker ==1.9.0
- boto3 ==1.21.27
- botocore ==1.24.27
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- charset-normalizer ==2.0.12
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- et-xmlfile ==1.1.0
- exa_py ==1.4.0
- exceptiongroup ==1.2.2
- filelock ==3.6.0
- fonttools ==4.31.2
- fsspec ==2024.10.0
- gin-config ==0.5.0
- gitdb ==4.0.9
- google-ai-generativelanguage ==0.6.10
- google-api-core ==2.22.0
- google-api-python-client ==2.151.0
- google-auth ==2.35.0
- google-auth-httplib2 ==0.2.0
- google-generativeai ==0.8.3
- googleapis-common-protos ==1.65.0
- greenlet ==3.1.1
- grpcio ==1.67.1
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- gunicorn ==20.1.0
- h11 ==0.14.0
- h5py ==3.6.0
- httpcore ==1.0.6
- httplib2 ==0.22.0
- httpx ==0.27.2
- huggingface-hub >=0.17.0
- idna ==3.3
- imageio ==2.16.1
- inflect ==5.4.0
- iniconfig ==1.1.1
- itsdangerous ==2.2.0
- jiter ==0.6.1
- jmespath ==1.0.0
- joblib ==1.1.0
- jsonschema ==4.4.0
- kiwisolver ==1.4.0
- lark ==1.1.2
- lime ==0.2.0.1
- llvmlite ==0.39.0
- matplotlib ==3.5.1
- networkx ==2.7.1
- nltk ==3.7
- numba ==0.56.0
- numpy ==1.21.6
- openai ==1.52.2
- openpyxl ==3.0.9
- packaging ==21.3
- pandas ==1.4.1
- pandas-stubs ==1.2.0.53
- pathtools ==0.1.2
- patsy ==0.5.2
- platformdirs ==4.3.6
- plotly ==5.24.1
- pluggy ==1.0.0
- promise ==2.3
- proto-plus ==1.25.0
- protobuf ==5.28.3
- psutil ==5.9.1
- psycopg2-binary ==2.9.9
- py ==1.11.0
- pyasn1 ==0.6.1
- pyasn1_modules ==0.4.1
- pydantic ==2.9.2
- pydantic_core ==2.23.4
- pyparsing ==3.0.7
- pyrsistent ==0.18.1
- pytest ==7.1.1
- python-dateutil ==2.8.2
- pytz ==2022.1
- regex ==2022.3.15
- requests ==2.27.1
- rsa ==4.9
- s3transfer ==0.5.2
- sacremoses ==0.0.49
- scikit-image ==0.19.2
- scikit-learn ==1.0.2
- scipy ==1.8.0
- sentence-transformers >=2.2.2
- sentencepiece ==0.2.0
- sentry-sdk ==2.17.0
- setproctitle ==1.3.2
- shap ==0.40.0
- shortuuid ==1.0.9
- six ==1.16.0
- sklearn ==0.0
- slicer ==0.0.7
- smmap ==5.0.0
- sniffio ==1.3.1
- statsmodels ==0.13.2
- tenacity ==9.0.0
- threadpoolctl ==3.1.0
- tifffile ==2022.3.25
- tokenizers ==0.20.1
- tomli ==2.0.1
- torch ==1.12.1
- torchvision ==0.13.1
- tqdm ==4.63.1
- transformers >=4.30.0
- twilio ==7.8.0
- typing_extensions ==4.12.2
- uritemplate ==4.1.1
- urllib3 ==1.26.12
- uvicorn ==0.32.1
- wandb ==0.18.5
- word2number ==1.1
- wordninja ==2.0.0