Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub / vchaparro / wind-power-forecasting

Wind Power Forecasting using Machine Learning techniques.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vchaparro%2Fwind-power-forecasting

Stars: 21
Forks: 6
Open Issues: 0

License: cc-by-4.0
Language: Python
Repo Size: 78.1 MB
Dependencies: 603

Created: over 3 years ago
Updated: 4 months ago
Last pushed: about 1 year ago
Last synced: 3 months ago

Commit Stats

Commits: 76
Authors: 1
Mean commits per author: 76.0
Development Distribution Score: 0.0
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/vchaparro/wind-power-forecasting

Topics: ann, data-science-challenge, energy, forecasting, kedro, knn, machine-learning-pipelines, mars, mlflow-tracking-server, pipelines, random-forest, svm, wind, wind-power-forecasting

Files

Readme

Dependencies

requirements.txt pypi

absl-py =0.10.0=pypi_0
aiohttp =3.6.2=pypi_0
alabaster =0.7.12=pypi_0
alembic =1.4.1=pypi_0
anyconfig =0.9.11=pypi_0
appdirs =1.4.4=pypi_0
argon2-cffi =20.1.0=py37h4ab8f01_1
arrow =0.15.8=pypi_0
astunparse =1.6.3=pypi_0
async-timeout =3.0.1=pypi_0
atomicwrites =1.4.0=pyh9f0ad1d_0
attrs =19.3.0=pypi_0
babel =2.8.0=pypi_0
backcall =0.2.0=pyh9f0ad1d_0
backports =1.0=py_2
backports.functools_lru_cache =1.6.1=py_0
binaryornot =0.4.4=pypi_0
black =19.10b0=pypi_0
blas =1.0=mkl
bleach =3.1.5=pypi_0
boost-cpp =1.74.0=hd4e6614_0
brotlipy =0.7.0=py37h4ab8f01_1000
bzip2 =1.0.8=he774522_3
ca-certificates =2020.6.20=hecda079_0
cachetools =4.1.1=py_0
cairo =1.16.0=hc79e3cf_1005
cartopy =0.18.0=py37h8ae6022_2
certifi =2020.6.20=py37hf50a25e_2
cffi =1.14.2=pypi_0
cfitsio =3.470=hbbe6aef_6
chardet =3.0.4=py37hc8dfbb8_1007
chart-studio =1.1.0=pyh9f0ad1d_0
click =7.1.2=pyh9f0ad1d_0
click-plugins =1.1.1=py_0
cligj =0.5.0=py_0
colorama =0.4.3=py_0
colorlover =0.3.0=py_0
commonmark =0.9.1=pypi_0
confuse =1.3.0=pypi_0
cookiecutter =1.6.0=pypi_0
coverage =5.2.1=pypi_0
cryptography =3.1.1=py37h26f1ce3_0
cufflinks-py =0.17.3=py_0
curl =7.71.1=h4b64cdc_8
cycler =0.10.0=py_2
dataclasses =0.7=py37_0
decorator =4.4.2=py_0
defusedxml =0.6.0=py_0
docutils =0.16=pypi_0
eia-python =1.22=pypi_0
entrypoints =0.3=py37hc8dfbb8_1001
expat =2.2.9=h33f27b4_2
fiona =1.8.17=py37h6e57952_0
flake8 =3.8.3=pypi_0
freetype =2.10.2=hd328e21_0
freexl =1.0.5=hd288d7e_1002
fsspec =0.6.3=py_0
future =0.18.2=py37hc8dfbb8_1
gast =0.3.3=pypi_0
gdal =3.1.2=py37h6ddc196_1
geopandas =0.8.1=pypi_0
geos =3.8.1=he025d50_0
geotiff =1.6.0=h09e6dc1_1
gettext =0.19.8.1=hb01d8f6_1002
glib =2.66.1=hccabbfd_0
google-auth =1.22.0=pypi_0
google-auth-oauthlib =0.4.1=pypi_0
hdf4 =4.2.13=hf8e6fe8_1003
hdf5 =1.10.6=nompi_he0bbb20_101
htmlmin =0.1.12=pypi_0
icc_rt =2019.0.0=h0cc432a_1
icu =67.1=h33f27b4_0
idna =2.10=pyh9f0ad1d_0
imagehash =4.1.0=pypi_0
imagesize =1.2.0=pypi_0
importlib-metadata =1.7.0=pypi_0
importlib_metadata =2.0.0=0
importlib_resources =3.0.0=py37hc8dfbb8_0
iniconfig =1.0.1=pyh9f0ad1d_0
intel-openmp =2019.4=245
ipykernel =5.3.4=py37h5ca1d4c_0
ipython =7.17.0=pypi_0
ipython-genutils =0.2.0=pypi_0
ipython_genutils =0.2.0=py_1
ipywidgets =7.5.1=pyh9f0ad1d_1
isort =4.3.21=pypi_0
jedi =0.17.2=py37hc8dfbb8_0
jinja2 =2.11.2=pyh9f0ad1d_0
jinja2-time =0.2.0=pypi_0
jmespath =0.10.0=pyh9f0ad1d_0
joblib =0.17.0=py_0
jpeg =9d=he774522_0
jsonschema =3.2.0=py37hc8dfbb8_1
jupyter =1.0.0=pypi_0
jupyter-client =5.3.5=pypi_0
jupyter-console =6.1.0=pypi_0
jupyter_client =5.3.4=py37_1
jupyter_core =4.6.3=py37hc8dfbb8_1
jupyterlab =0.31.1=pypi_0
jupyterlab-launcher =0.10.5=pypi_0
kaleido =0.0.3.post1=pypi_0
kealib =1.4.13=h3b59ab9_1
kedro =0.16.2=py_0
kedro-mlflow =0.2.1=pypi_0
kedro-pandas-profiling =0.1.0=pypi_0
kedro-viz =3.5.1=pypi_0
keras-preprocessing =1.1.2=pypi_0
kiwisolver =1.2.0=py37heaa310e_0
krb5 =1.17.1=hc04afaa_3
libblas =3.8.0=14_mkl
libcblas =3.8.0=14_mkl
libclang =10.0.1=default_hf44288c_1
libcurl =7.71.1=h4b64cdc_8
libffi =3.2.1=ha925a31_1007
libgdal =3.1.2=h586bd2e_1
libiconv =1.16=he774522_0
libkml =1.3.0=he9e54da_1012
liblapack =3.8.0=14_mkl
libnetcdf =4.7.4=nompi_h256d12c_105
libpng =1.6.37=ha81a0f5_2
libpq =12.3=hd9aa61d_0
libsodium =1.0.17=h2fa13f4_0
libspatialite =4.3.0a=h9ed2f40_1039
libssh2 =1.9.0=hb06d900_5
libtiff =4.1.0=h885aae3_6
libwebp-base =1.1.0=hfa6e2cd_3
libxml2 =2.9.10=h1006b36_2
llvmlite =0.34.0=pypi_0
lz4-c =1.9.2=h62dcd97_2
m2w64-expat =2.1.1=2
m2w64-gcc-libgfortran =5.3.0=6
m2w64-gcc-libs =5.3.0=7
m2w64-gcc-libs-core =5.3.0=7
m2w64-gettext =0.19.7=2
m2w64-gmp =6.1.0=2
m2w64-libiconv =1.14=6
m2w64-libwinpthread-git =5.0.0.4634.697f757=2
m2w64-xz =5.2.2=2
markdown =3.2.2=pypi_0
markupsafe =1.1.1=py37h4ab8f01_1
matplotlib =3.3.2=0
matplotlib-base =3.3.2=py37h35e8a6e_0
mccabe =0.6.1=pypi_0
metpy =0.12.2=py_0
missingno =0.4.2=pypi_0
mistune =0.8.4=py37h8055547_1001
mkl =2019.4=245
mkl-service =2.3.0=py37hfa6e2cd_0
mlflow =1.11.0=pypi_0
more-itertools =8.4.0=pypi_0
msys2-conda-epoch =20160418=1
multidict =4.7.6=pypi_0
munch =2.5.0=py_0
mypy_extensions =0.4.3=py37hc8dfbb8_1
nbconvert =5.6.1=py37hc8dfbb8_1
nbformat =5.0.7=py_0
nbstripout =0.3.3=pypi_0
networkx =2.5=pypi_0
notebook =6.1.3=pypi_0
numba =0.51.2=pypi_0
numpy =1.18.5=pypi_0
olefile =0.46=py_0
openjpeg =2.3.1=h57dd2e7_3
openoa =2.0.0=pypi_0
openssl =1.1.1h=he774522_0
opt-einsum =3.3.0=pypi_0
owslib =0.20.0=py_0
packaging =20.4=pyh9f0ad1d_0
pandas =1.1.2=py37h1834ac0_0
pandas-profiling =2.9.0=pypi_0
pandoc =2.10.1=he774522_0
pandocfilters =1.4.2=py_1
parso =0.7.1=pyh9f0ad1d_0
pathspec =0.8.0=pyh9f0ad1d_0
patsy =0.5.1=py_0
pcre =8.44=h6538335_0
phik =0.10.0=pypi_0
pickleshare =0.7.5=py37hc8dfbb8_1001
pillow =7.2.0=py37hc826c6e_1
pint =0.16.1=py_0
pip =20.2.4=py_0
pip-tools =5.3.1=py_0
pixman =0.38.0=hfa6e2cd_1003
plotly =4.11.0=pyh9f0ad1d_0
pluggy =0.13.1=py37hc8dfbb8_2
pooch =1.2.0=py_0
poppler =0.89.0=h5d62644_1
poppler-data =0.4.9=1
postgresql =12.3=he14cc48_0
poyo =0.5.0=py_0
progressbar2 =3.53.1=pypi_0
proj =7.1.0=h7d85306_1
prometheus_client =0.8.0=pyh9f0ad1d_0
prompt-toolkit =3.0.6=pypi_0
py =1.9.0=pyh9f0ad1d_0
pyasn1 =0.4.8=pypi_0
pyasn1-modules =0.2.8=pypi_0
pycodestyle =2.6.0=pypi_0
pycparser =2.20=pyh9f0ad1d_2
pyepsg =0.4.0=py_0
pyflakes =2.2.0=pypi_0
pygam =0.8.0=pypi_0
pygments =2.6.1=pypi_0
pyopenssl =19.1.0=py_1
pyparsing =2.4.7=pyh9f0ad1d_0
pyproj =2.6.1.post1=py37h37b0502_1
pyqt =5.12.3=py37h6538335_1
pyqt5-sip =4.19.18=pypi_0
pyqtwebengine =5.12.1=pypi_0
pyrsistent =0.17.3=pypi_0
pyshp =2.1.2=pyh9f0ad1d_0
pysocks =1.7.1=py37hc8dfbb8_1
pytest =6.1.1=py37hc8dfbb8_0
pytest-runner =5.2=py_0
python =3.7.8=h60c2a47_1_cpython
python-cufflinks =0.17.3=py_0
python-dateutil =2.8.1=py_0
python-json-logger =0.1.11=py_0
python-utils =2.4.0=pypi_0
python_abi =3.7=1_cp37m
pytz =2020.1=pyh9f0ad1d_0
pywavelets =1.1.1=pypi_0
pywin32 =227=py37hfa6e2cd_0
pywinpty =0.5.7=py37_0
pyyaml =5.3.1=py37h4ab8f01_0
pyzmq =19.0.2=pypi_0
qt =5.12.6=hb2cf2c5_0
qtconsole =4.7.6=pypi_0
qtpy =1.9.0=pypi_0
recommonmark =0.6.0=pypi_0
regex =2020.7.14=pypi_0
requests =2.24.0=pyh9f0ad1d_0
retrying =1.3.3=py_2
rsa =4.6=pypi_0
scikit-learn =0.23.2=py37hdc70db3_0
scipy =1.5.2=py37h9439919_0
seaborn =0.11.0=0
seaborn-base =0.11.0=py_0
semver =2.10.2=pypi_0
send2trash =1.5.0=py_0
setuptools =49.6.0=py37hc8dfbb8_1
shapely =1.7.1=py37h82f916b_0
six =1.15.0=pyh9f0ad1d_0
sklearn-contrib-py-earth =0.1.0=py37hc8d92b1_2
snowballstemmer =2.0.0=pypi_0
sphinx =3.2.1=pypi_0
sphinxcontrib-applehelp =1.0.2=pypi_0
sphinxcontrib-devhelp =1.0.2=pypi_0
sphinxcontrib-htmlhelp =1.0.3=pypi_0
sphinxcontrib-jsmath =1.0.1=pypi_0
sphinxcontrib-qthelp =1.0.3=pypi_0
sphinxcontrib-serializinghtml =1.1.4=pypi_0
sqlite =3.33.0=he774522_0
statsmodels =0.12.0=py37h4ab8f01_0
tangled-up-in-unicode =0.0.6=pypi_0
tbb =2020.1=he980bc4_0
tensorboard =2.3.0=pypi_0
tensorboard-plugin-wit =1.7.0=pypi_0
tensorflow =2.3.1=pypi_0
tensorflow-estimator =2.3.0=pypi_0
termcolor =1.1.0=pypi_0
terminado =0.8.3=pypi_0
testpath =0.4.4=py_0
threadpoolctl =2.1.0=pyh5ca1d4c_0
tiledb =2.0.8=h71c485d_1
tk =8.6.10=he774522_0
toml =0.10.1=pyh9f0ad1d_0
toposort =1.5=py_3
tornado =6.0.4=py37hfa6e2cd_0
tqdm =4.50.0=pypi_0
traitlets =4.3.3=pypi_0
typed-ast =1.4.1=py37hfa6e2cd_0
typing_extensions =3.7.4.2=py_0
urllib3 =1.25.10=py_0
vc =14.1=h869be7e_1
visions =0.5.0=pypi_0
vs2015_runtime =14.16.27012=h30e32a0_2
wcwidth =0.2.5=pyh9f0ad1d_2
webencodings =0.5.1=py_1
wheel =0.35.1=pyh9f0ad1d_0
whichcraft =0.6.1=py_0
widgetsnbextension =3.5.1=py37hc8dfbb8_1
win_inet_pton =1.1.0=py37_0
wincertstore =0.2=py37_1003
winpty =0.4.3=4
xarray =0.16.1=py_0
xerces-c =3.2.3=ha925a31_1
xz =5.2.5=h62dcd97_1
yaml =0.2.5=he774522_0
yarl =1.6.0=pypi_0
yellowbrick =1.1=py37_0
zeromq =4.3.2=ha925a31_3
zipp =3.1.0=pypi_0
zlib =1.2.11=h62dcd97_1009
zstd =1.4.5=h1f3a1b7_2

src/requirements.in pypi

black ==v19.10b0
flake8 >=3.7.9,<4.0
ipython >=7.0.0,<8.0
isort >=4.3.21,<5.0
jupyter >=1.0.0,<2.0
jupyter_client >=5.1.0,<6.0
jupyterlab ==0.31.1
kedro ==0.16.2
nbstripout ==0.3.3
pytest >=5.0,<6.0
pytest-cov >=2.5,<3.0
pytest-mock >=1.7.1,<2.0
wheel ==0.32.2

src/requirements.txt pypi

absl-py ==0.10.0
aiohttp ==3.6.2
alabaster ==0.7.12
alembic ==1.4.1
anyconfig ==0.9.11
appdirs ==1.4.4
argon2-cffi ==20.1.0
arrow ==0.15.8
astunparse ==1.6.3
async-timeout ==3.0.1
atomicwrites ==1.4.0
attrs ==19.3.0
babel ==2.8.0
backcall ==0.2.0
backports ==1
backports.functools_lru_cache ==1.6.1
binaryornot ==0.4.4
black ==19.10b0
blas ==1
bleach ==3.1.5
boost-cpp ==1.74.0
brotlipy ==0.7.0
bzip2 ==1.0.8
ca-certificates ==2020.6.20
cachetools ==4.1.1
cairo ==1.16.0
cartopy ==0.18.0
certifi ==2020.6.20
cffi ==1.14.2
cfitsio ==3.47
chardet ==3.0.4
chart-studio ==1.1.0
click ==7.1.2
click-plugins ==1.1.1
cligj ==0.5.0
colorama ==0.4.3
colorlover ==0.3.0
commonmark ==0.9.1
confuse ==1.3.0
cookiecutter ==1.6.0
coverage ==5.2.1
cryptography ==3.1.1
cufflinks-py ==0.17.3
curl ==7.71.1
cycler ==0.10.0
dataclasses ==0.7
decorator ==4.4.2
defusedxml ==0.6.0
docutils ==0.16
eia-python ==1.22
entrypoints ==0.3
expat ==2.2.9
fiona ==1.8.17
flake8 ==3.8.3
freetype ==2.10.2
freexl ==1.0.5
fsspec ==0.6.3
future ==0.18.2
gast ==0.3.3
gdal ==3.1.2
geopandas ==0.8.1
geos ==3.8.1
geotiff ==1.6.0
gettext ==0.19.8.1
glib ==2.66.1
google-auth ==1.22.0
google-auth-oauthlib ==0.4.1
hdf4 ==4.2.13
hdf5 ==1.10.6
htmlmin ==0.1.12
icc_rt ==2019.0.0
icu ==67.1
idna ==2.1
imagehash ==4.1.0
imagesize ==1.2.0
importlib-metadata ==1.7.0
importlib_metadata ==2.0.0
importlib_resources ==3.0.0
iniconfig ==1.0.1
intel-openmp ==2019.4
ipykernel ==5.3.4
ipython ==7.17.0
ipython-genutils ==0.2.0
ipython_genutils ==0.2.0
ipywidgets ==7.5.1
isort ==4.3.21
jedi ==0.17.2
jinja2 ==2.11.2
jinja2-time ==0.2.0
jmespath ==0.10.0
joblib ==0.17.0
jpeg ==9d
jsonschema ==3.2.0
jupyter ==1.0.0
jupyter-client ==5.3.5
jupyter-console ==6.1.0
jupyter_client ==5.3.4
jupyter_core ==4.6.3
jupyterlab ==0.31.1
jupyterlab-launcher ==0.10.5
kaleido ==0.0.3.post1
kealib ==1.4.13
kedro ==0.16.2
kedro-mlflow ==0.2.1
kedro-pandas-profiling ==0.1.0
kedro-viz ==3.5.1
keras-preprocessing ==1.1.2
kiwisolver ==1.2.0
krb5 ==1.17.1
libblas ==3.8.0
libcblas ==3.8.0
libclang ==10.0.1
libcurl ==7.71.1
libffi ==3.2.1
libgdal ==3.1.2
libiconv ==1.16
libkml ==1.3.0
liblapack ==3.8.0
libnetcdf ==4.7.4
libpng ==1.6.37
libpq ==12.3
libsodium ==1.0.17
libspatialite ==4.3.0a
libssh2 ==1.9.0
libtiff ==4.1.0
libwebp-base ==1.1.0
libxml2 ==2.9.10
llvmlite ==0.34.0
lz4-c ==1.9.2
m2w64-expat ==2.1.1
m2w64-gcc-libgfortran ==5.3.0
m2w64-gcc-libs ==5.3.0
m2w64-gcc-libs-core ==5.3.0
m2w64-gettext ==0.19.7
m2w64-gmp ==6.1.0
m2w64-libiconv ==1.14
m2w64-libwinpthread-git ==5.0.0.4634.697f757
m2w64-xz ==5.2.2
markdown ==3.2.2
markupsafe ==1.1.1
matplotlib ==3.3.2
matplotlib-base ==3.3.2
mccabe ==0.6.1
metpy ==0.12.2
missingno ==0.4.2
mistune ==0.8.4
mkl ==2019.4
mkl-service ==2.3.0
mlflow ==1.11.0
more-itertools ==8.4.0
msys2-conda-epoch ==20160418
multidict ==4.7.6
munch ==2.5.0
mypy_extensions ==0.4.3
nbconvert ==5.6.1
nbformat ==5.0.7
nbstripout ==0.3.3
networkx ==2.5
notebook ==6.1.3
numba ==0.51.2
numpy ==1.18.5
olefile ==0.46
openjpeg ==2.3.1
openoa ==2.0.0
openssl ==1.1.1h
opt-einsum ==3.3.0
owslib ==0.20.0
packaging ==20.4
pandas ==1.1.2
pandas-profiling ==2.9.0
pandoc ==2.10.1
pandocfilters ==1.4.2
parso ==0.7.1
pathspec ==0.8.0
patsy ==0.5.1
pcre ==8.44
phik ==0.10.0
pickleshare ==0.7.5
pillow ==7.2.0
pint ==0.16.1
pip ==20.2.3
pip-tools ==5.3.1
pixman ==0.38.0
plotly ==4.11.0
pluggy ==0.13.1
pooch ==1.2.0
poppler ==0.89.0
poppler-data ==0.4.9
postgresql ==12.3
poyo ==0.5.0
progressbar2 ==3.53.1
proj ==7.1.0
prometheus_client ==0.8.0
prompt-toolkit ==3.0.6
py ==1.9.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycodestyle ==2.6.0
pycparser ==2.2
pyepsg ==0.4.0
pyflakes ==2.2.0
pygam ==0.8.0
pygments ==2.6.1
pyopenssl ==19.1.0
pyparsing ==2.4.7
pyproj ==2.6.1.post1
pyqt ==5.12.3
pyqt5-sip ==4.19.18
pyqtwebengine ==5.12.1
pyrsistent ==0.17.3
pyshp ==2.1.2
pysocks ==1.7.1
pytest ==6.1.1
pytest-runner ==5.2
python ==3.7.8
python-cufflinks ==0.17.3
python-dateutil ==2.8.1
python-json-logger ==0.1.11
python-utils ==2.4.0
python_abi ==3.7
pytz ==2020.1
pywavelets ==1.1.1
pywin32 ==227
pywinpty ==0.5.7
pyyaml ==5.3.1
pyzmq ==19.0.2
qt ==5.12.6
qtconsole ==4.7.6
qtpy ==1.9.0
recommonmark ==0.6.0
regex ==2020.7.14
requests ==2.24.0
retrying ==1.3.3
rsa ==4.6
scikit-learn ==0.23.2
scipy ==1.5.2
seaborn ==0.11.0
seaborn-base ==0.11.0
semver ==2.10.2
send2trash ==1.5.0
setuptools ==49.6.0
shapely ==1.7.1
six ==1.15.0
sklearn-contrib-py-earth ==0.1.0
snowballstemmer ==2.0.0
sphinx ==3.2.1
sphinxcontrib-applehelp ==1.0.2
sphinxcontrib-devhelp ==1.0.2
sphinxcontrib-htmlhelp ==1.0.3
sphinxcontrib-jsmath ==1.0.1
sphinxcontrib-qthelp ==1.0.3
sphinxcontrib-serializinghtml ==1.1.4
sqlite ==3.33.0
statsmodels ==0.12.0
tangled-up-in-unicode ==0.0.6
tbb ==2020.1
tensorboard ==2.3.0
tensorboard-plugin-wit ==1.7.0
tensorflow ==2.3.1
tensorflow-estimator ==2.3.0
termcolor ==1.1.0
terminado ==0.8.3
testpath ==0.4.4
threadpoolctl ==2.1.0
tiledb ==2.0.8
tk ==8.6.10
toml ==0.10.1
toposort ==1.5
tornado ==6.0.4
tqdm ==4.50.0
traitlets ==4.3.3
typed-ast ==1.4.1
typing_extensions ==3.7.4.2
urllib3 ==1.25.10
vc ==14.1
visions ==0.5.0
vs2015_runtime ==14.16.27012
wcwidth ==0.2.5
webencodings ==0.5.1
wheel ==0.35.1
whichcraft ==0.6.1
widgetsnbextension ==3.5.1
win_inet_pton ==1.1.0
wincertstore ==0.2
winpty ==0.4.3
xarray ==0.16.1
xerces-c ==3.2.3
xz ==5.2.5
yaml ==0.2.5
yarl ==1.6.0
yellowbrick ==1.1
zeromq ==4.3.2
zipp ==3.1.0
zlib ==1.2.11
zstd ==1.4.5