This commit is contained in:
harrisonzhu508 2020-04-05 15:53:20 +01:00
Родитель 9889a18205 3edfe31633
Коммит bab7656208
5 изменённых файлов: 24 добавлений и 238 удалений

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@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@ -12,18 +12,9 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The autoreload extension is already loaded. To reload it, use:\n",
" %reload_ext autoreload\n"
]
}
],
"outputs": [],
"source": [
"%load_ext autoreload\n",
"%autoreload 2"
@ -31,29 +22,29 @@
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"from Python.dataset import HierarchicalDataset\n",
"from src.dataset import HierarchicalDataset\n",
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 40,
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"../Python/dataset.py:73: SettingWithCopyWarning: \n",
"../src/dataset.py:73: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
" ifr[\"country\"][ifr[\"country\"] == \"United Kingdom\"] = \"United_Kingdom\"\n",
"../Python/dataset.py:90: SettingWithCopyWarning: \n",
"../src/dataset.py:90: SettingWithCopyWarning: \n",
"A value is trying to be set on a copy of a slice from a DataFrame\n",
"\n",
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
@ -62,11 +53,11 @@
}
],
"source": [
"dataset = HierarchicalDataset(config_dir=\"../config/catalog.yml\", \n",
" cases_dir=\"../data/COVID-19-up-to-date.csv\", \n",
" ifr_dir=\"../data/weighted_fatality.csv\", \n",
" serial_interval_dir=\"../data/serial_interval.csv\", \n",
" interventions_dir=\"../data/interventions.csv\", num_covariates=7)"
"dataset = HierarchicalDataset(config_dir=\"../../config/catalog.yml\", \n",
" cases_dir=\"../../data/COVID-19-up-to-date.csv\", \n",
" ifr_dir=\"../../data/weighted_fatality.csv\", \n",
" serial_interval_dir=\"../../data/serial_interval.csv\", \n",
" interventions_dir=\"../../data/interventions.csv\", num_covariates=7)"
]
},
{

5
Python/requirements.txt Normal file
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@ -0,0 +1,5 @@
PyYAML
pandas numpy
scipy
statsmodels
datetime

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@ -1,7 +1,7 @@
import yaml
import pandas as pd
import numpy as np
from Python.util import poly, dt_to_dec
from src.util import poly, dt_to_dec
from scipy.stats import gamma as gamma_scipy
from numpy.random import gamma as gamma_np
from statsmodels.distributions.empirical_distribution import ECDF
@ -37,11 +37,11 @@ class HierarchicalDataset:
def __init__(
self,
config_dir="data/catalog.yml",
cases_dir="data/COVID-19-up-to-date.csv",
ifr_dir="data/weighted_fatality.csv",
serial_interval_dir="data/serial_interval.csv",
interventions_dir="data/interventions.csv",
config_dir="../data/catalog.yml",
cases_dir="../data/COVID-19-up-to-date.csv",
ifr_dir="../data/weighted_fatality.csv",
serial_interval_dir="../data/serial_interval.csv",
interventions_dir="../data/interventions.csv",
num_countries=11,
num_covariates=6,
N2=75,

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@ -1,210 +0,0 @@
alabaster==0.7.12
anaconda-client==1.7.2
anaconda-navigator==1.9.7
anaconda-project==0.8.3
asn1crypto==0.24.0
astroid==2.2.5
astropy==3.2.1
atomicwrites==1.3.0
attrs==19.1.0
Babel==2.7.0
backcall==0.1.0
backports.functools-lru-cache==1.5
backports.os==0.1.1
backports.shutil-get-terminal-size==1.0.0
backports.tempfile==1.0
backports.weakref==1.0.post1
beautifulsoup4==4.7.1
bitarray==0.9.3
bkcharts==0.2
bleach==3.1.4
bokeh==1.2.0
boto==2.49.0
Bottleneck==1.2.1
certifi==2019.6.16
cffi==1.12.3
chardet==3.0.4
Click==7.0
cloudpickle==1.2.1
clyent==1.2.2
colorama==0.4.1
conda==4.7.10
conda-build==3.18.8
conda-package-handling==1.3.11
conda-verify==3.4.2
contextlib2==0.5.5
cryptography==2.7
cycler==0.10.0
Cython==0.29.12
cytoolz==0.10.0
dask==2.1.0
decorator==4.4.0
defusedxml==0.6.0
distributed==2.1.0
docutils==0.14
entrypoints==0.3
et-xmlfile==1.0.1
fastcache==1.1.0
filelock==3.0.12
Flask==1.1.1
future==0.17.1
gevent==1.4.0
glob2==0.7
gmpy2==2.0.8
greenlet==0.4.15
h5py==2.9.0
heapdict==1.0.0
html5lib==1.0.1
idna==2.8
imageio==2.5.0
imagesize==1.1.0
importlib-metadata==0.17
ipykernel==5.1.1
ipython==7.6.1
ipython-genutils==0.2.0
ipywidgets==7.5.0
isort==4.3.21
itsdangerous==1.1.0
jdcal==1.4.1
jedi==0.13.3
jeepney==0.4
Jinja2==2.10.1
joblib==0.13.2
json5==0.8.4
jsonschema==3.0.1
jupyter==1.0.0
jupyter-client==5.3.1
jupyter-console==6.0.0
jupyter-core==4.5.0
jupyterlab==1.0.2
jupyterlab-server==1.0.0
keyring==18.0.0
kiwisolver==1.1.0
lazy-object-proxy==1.4.1
libarchive-c==2.8
lief==0.9.0
llvmlite==0.29.0
locket==0.2.0
lxml==4.3.4
MarkupSafe==1.1.1
matplotlib==3.1.0
mccabe==0.6.1
mistune==0.8.4
mkl-fft==1.0.12
mkl-random==1.0.2
mkl-service==2.0.2
mock==3.0.5
more-itertools==7.0.0
mpmath==1.1.0
msgpack==0.6.1
multipledispatch==0.6.0
navigator-updater==0.2.1
nbconvert==5.5.0
nbformat==4.4.0
networkx==2.3
nltk==3.4.5
nose==1.3.7
notebook==6.0.0
numba==0.44.1
numexpr==2.6.9
numpy==1.16.4
numpydoc==0.9.1
olefile==0.46
openpyxl==2.6.2
packaging==19.0
pandas==0.24.2
pandocfilters==1.4.2
parso==0.5.0
partd==1.0.0
path.py==12.0.1
pathlib2==2.3.4
patsy==0.5.1
pep8==1.7.1
pexpect==4.7.0
pickleshare==0.7.5
Pillow==6.1.0
pkginfo==1.5.0.1
pluggy==0.12.0
ply==3.11
prometheus-client==0.7.1
prompt-toolkit==2.0.9
psutil==5.6.6
ptyprocess==0.6.0
py==1.8.0
pycodestyle==2.5.0
pycosat==0.6.3
pycparser==2.19
pycrypto==2.6.1
pycurl==7.43.0.3
pyflakes==2.1.1
Pygments==2.4.2
pylint==2.3.1
pyodbc==4.0.26
pyOpenSSL==19.0.0
pyparsing==2.4.0
pyrsistent==0.14.11
PySocks==1.7.0
pytest==5.0.1
pytest-arraydiff==0.3
pytest-astropy==0.5.0
pytest-doctestplus==0.3.0
pytest-openfiles==0.3.2
pytest-remotedata==0.3.1
python-dateutil==2.8.0
pytz==2019.1
PyWavelets==1.0.3
PyYAML==5.1.1
pyzmq==18.0.0
QtAwesome==0.5.7
qtconsole==4.5.1
QtPy==1.8.0
requests==2.22.0
rope==0.14.0
ruamel-yaml==0.15.46
scikit-image==0.15.0
scikit-learn==0.21.2
scipy==1.3.0
seaborn==0.9.0
SecretStorage==3.1.1
Send2Trash==1.5.0
simplegeneric==0.8.1
singledispatch==3.4.0.3
six==1.12.0
snowballstemmer==1.9.0
sortedcollections==1.1.2
sortedcontainers==2.1.0
soupsieve==1.8
Sphinx==2.1.2
sphinxcontrib-applehelp==1.0.1
sphinxcontrib-devhelp==1.0.1
sphinxcontrib-htmlhelp==1.0.2
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==1.0.2
sphinxcontrib-serializinghtml==1.1.3
sphinxcontrib-websupport==1.1.2
spyder==3.3.6
spyder-kernels==0.5.1
SQLAlchemy==1.3.5
statsmodels==0.10.0
sympy==1.4
tables==3.5.2
tblib==1.4.0
terminado==0.8.2
testpath==0.4.2
toolz==0.10.0
tornado==6.0.3
tqdm==4.32.1
traitlets==4.3.2
unicodecsv==0.14.1
urllib3==1.24.2
wcwidth==0.1.7
webencodings==0.5.1
Werkzeug==0.15.4
widgetsnbextension==3.5.0
wrapt==1.11.2
wurlitzer==1.0.2
xlrd==1.2.0
XlsxWriter==1.1.8
xlwt==1.3.0
zict==1.0.0
zipp==0.5.1