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GitHub / eunicode / ml-ds-covid

Predict the risk of Covid-19 fatality based on epidemiological parameters using machine learning and data science.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eunicode%2Fml-ds-covid

Stars: 1
Forks: 0
Open Issues: 11

License: gpl-3.0
Language: Jupyter Notebook
Repo Size: 2.94 MB
Dependencies: 195

Created: about 4 years ago
Updated: about 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago

Files

Readme

Dependencies

zdump/environment.yml conda

appnope 0.1.0
attrs 19.3.0
backcall 0.1.0
blas 1.0
bleach 3.1.0
ca-certificates 2020.1.1
certifi 2020.4.5.1
cycler 0.10.0
dbus 1.13.12
decorator 4.4.2
defusedxml 0.6.0
entrypoints 0.3
expat 2.2.6
freetype 2.9.1
gettext 0.19.8.1
glib 2.63.1
icu 58.2
importlib_metadata 1.5.0
intel-openmp 2019.4
ipykernel 5.1.4
ipython 7.13.0
ipython_genutils 0.2.0
ipywidgets 7.5.1
jedi 0.16.0
jinja2 2.11.1
joblib 0.14.1
jpeg 9b
jsonschema 3.2.0
jupyter 1.0.0
jupyter_client 6.1.2
jupyter_console 6.1.0
jupyter_core 4.6.3
kiwisolver 1.0.1
libcxx 4.0.1
libcxxabi 4.0.1
libedit 3.1.20181209
libffi 3.2.1
libgfortran 3.0.1
libiconv 1.15
libpng 1.6.37
libsodium 1.0.16
llvm-openmp 4.0.1
markupsafe 1.1.1
matplotlib 3.1.3
matplotlib-base 3.1.3
mistune 0.8.4
mkl 2019.4
mkl-service 2.3.0
mkl_fft 1.0.15
mkl_random 1.1.0
nbconvert 5.6.1
nbformat 5.0.4
ncurses 6.2
notebook 6.0.3
numpy 1.18.1
numpy-base 1.18.1
openssl 1.1.1f
pandas 1.0.3
pandoc 2.2.3.2
pandocfilters 1.4.2
parso 0.6.2
pcre 8.43
pexpect 4.8.0
pickleshare 0.7.5
pip 20.0.2
prometheus_client 0.7.1
prompt-toolkit 3.0.4
prompt_toolkit 3.0.4
ptyprocess 0.6.0
pygments 2.6.1
pyparsing 2.4.6
pyqt 5.9.2
pyrsistent 0.16.0
python 3.8.2
python-dateutil 2.8.1
pytz 2019.3
pyzmq 18.1.1
qt 5.9.7
qtconsole 4.7.2
qtpy 1.9.0
readline 8.0
scikit-learn 0.22.1
scipy 1.4.1
seaborn 0.10.0
send2trash 1.5.0
setuptools 46.1.3
sip 4.19.8
six 1.14.0
sqlite 3.31.1
terminado 0.8.3
testpath 0.4.4
tk 8.6.8
tornado 6.0.4
traitlets 4.3.3
wcwidth 0.1.9
webencodings 0.5.1
wheel 0.34.2
widgetsnbextension 3.5.1
xz 5.2.4
zeromq 4.3.1
zipp 2.2.0
zlib 1.2.11

requirements.txt pypi

Flask ==1.1.2
Jinja2 ==2.11.1
gunicorn ==20.0.4
jupyter ==1.0.0
jupyter-client ==6.1.2
jupyter-console ==6.1.0
jupyter-core ==4.6.3
matplotlib ==3.1.3
notebook ==6.1.5
numpy ==1.18.1
pandas ==1.0.3
pickleshare ==0.7.5
scikit-learn ==0.22.1
scipy ==1.4.1
seaborn ==0.10.0

zdump/requirements-everything-jupyter.txt pypi

Flask ==1.1.2
Jinja2 ==2.11.1
MarkupSafe ==1.1.1
Pygments ==2.6.1
QtPy ==1.9.0
Send2Trash ==1.5.0
Werkzeug ==1.0.1
appdirs ==1.4.3
appnope ==0.1.0
astroid ==2.3.3
attrs ==19.3.0
backcall ==0.1.0
black ==19.10b0
bleach ==3.3.0
certifi ==2020.4.5.1
click ==7.1.1
cycler ==0.10.0
decorator ==4.4.2
defusedxml ==0.6.0
entrypoints ==0.3
gunicorn ==20.0.4
importlib-metadata ==1.5.0
ipykernel ==5.1.4
ipython ==7.13.0
ipython-genutils ==0.2.0
ipywidgets ==7.5.1
isort ==4.3.21
itsdangerous ==1.1.0
jedi ==0.16.0
joblib ==0.14.1
jsonschema ==3.2.0
jupyter ==1.0.0
jupyter-client ==6.1.2
jupyter-console ==6.1.0
jupyter-core ==4.6.3
kiwisolver ==1.0.1
lazy-object-proxy ==1.4.3
matplotlib ==3.1.3
mccabe ==0.6.1
mistune ==0.8.4
mkl-fft ==1.0.15
mkl-service ==2.3.0
nbconvert ==5.6.1
nbformat ==5.0.4
notebook ==6.1.5
numpy ==1.18.1
pandas ==1.0.3
pandocfilters ==1.4.2
parso ==0.6.2
pathspec ==0.8.0
pexpect ==4.8.0
pickleshare ==0.7.5
prometheus-client ==0.7.1
prompt-toolkit ==3.0.4
ptyprocess ==0.6.0
pylint ==2.4.4
pyparsing ==2.4.6
pyrsistent ==0.16.0
python-dateutil ==2.8.1
pytz ==2019.3
pyzmq ==18.1.1
qtconsole ==4.7.2
regex ==2020.4.4
scikit-learn ==0.22.1
scipy ==1.4.1
seaborn ==0.10.0
six ==1.14.0
terminado ==0.8.3
testpath ==0.4.4
toml ==0.10.0
tornado ==6.0.4
traitlets ==4.3.3
typed-ast ==1.4.1
wcwidth ==0.1.9
webencodings ==0.5.1
widgetsnbextension ==3.5.1
wrapt ==1.12.1
zipp ==2.2.0