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GitHub / Shuyib / fl-predict-covid-19
manning.com liveproject. It is in 3 parts to make a personalized prediction whether someone has COVID-19 based on audio data.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Shuyib%2Ffl-predict-covid-19
Stars: 2
Forks: 0
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 1.77 MB
Dependencies:
87
Created: about 2 years ago
Updated: over 1 year ago
Last pushed: 12 months ago
Last synced: about 1 month ago
Topics: coronavirus, covid-19, data-visualization, federated-learning, graphs-algorithms, machine-learning
Files
Dependencies
- python 3.9.12-slim-buster build
- jupyter *
- matplotlib *
- networkx *
- numpy *
- pandas *
- scikit-learn *
- scipy *
- argon2-cffi ==21.3.0
- argon2-cffi-bindings ==21.2.0
- asttokens ==2.0.5
- attrs ==21.4.0
- backcall ==0.2.0
- beautifulsoup4 ==4.10.0
- bleach ==4.1.0
- cffi ==1.15.0
- cycler ==0.11.0
- debugpy ==1.6.0
- decorator ==5.1.1
- defusedxml ==0.7.1
- entrypoints ==0.4
- executing ==0.8.3
- fonttools ==4.31.2
- ipykernel ==6.9.2
- ipympl ==0.8.8
- ipython ==8.2.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.7.0
- jedi ==0.18.1
- jinja2 ==3.1.1
- joblib ==1.1.0
- jsonschema ==4.4.0
- jupyter-client ==7.1.2
- jupyter-core ==4.9.2
- jupyterlab-pygments ==0.1.2
- jupyterlab-widgets ==1.1.0
- kiwisolver ==1.4.1
- markupsafe ==2.1.1
- matplotlib ==3.5.1
- matplotlib-inline ==0.1.3
- mistune ==0.8.4
- nbclient ==0.5.13
- nbconvert ==6.4.4
- nbformat ==5.2.0
- nest-asyncio ==1.5.4
- notebook ==6.4.10
- numpy ==1.22.3
- packaging ==21.3
- pandas ==1.4.1
- pandocfilters ==1.5.0
- parso ==0.8.3
- pexpect ==4.8.0
- pickleshare ==0.7.5
- pillow ==9.0.1
- prometheus-client ==0.13.1
- prompt-toolkit ==3.0.28
- psutil ==5.9.0
- ptyprocess ==0.7.0
- pure-eval ==0.2.2
- pycparser ==2.21
- pygments ==2.11.2
- pyparsing ==3.0.7
- pyrsistent ==0.18.1
- python-dateutil ==2.8.2
- pytz ==2022.1
- pyzmq ==22.3.0
- scikit-learn ==1.0.2
- scipy ==1.8.0
- send2trash ==1.8.0
- six ==1.16.0
- sklearn ==0.0
- soupsieve ==2.3.1
- stack-data ==0.2.0
- terminado ==0.13.3
- testpath ==0.6.0
- threadpoolctl ==3.1.0
- tornado ==6.1
- traitlets ==5.1.1
- wcwidth ==0.2.5
- webencodings ==0.5.1
- widgetsnbextension ==3.6.0