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GitHub / NOAA-National-Severe-Storms-Laboratory / frdd-wofs-ml-w2w

Codebase for the WoFS-ML-Severe prediction for 2-6 hr lead times

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NOAA-National-Severe-Storms-Laboratory%2Ffrdd-wofs-ml-w2w

Stars: 1
Forks: 0
Open Issues: 0

License: bsd-3-clause
Language: Jupyter Notebook
Repo Size: 45 MB
Dependencies: 206

Created: about 2 years ago
Updated: 26 days ago
Last pushed: 26 days ago
Last synced: 26 days ago

Files

Readme

Dependencies

mlw2w.egg-info/requires.txt pypi

hyperopt ==0.2.7
imbalanced-learn ==0.10.1
numpy *
pandas *
scikit-image >=0.19
scikit-learn ==1.0.2
scikit-learn-intelex ==2023.0.1
scipy *
xarray >=0.18
xgboost ==1.7.1

setup.py pypi

hyperopt ==0.2.7
imbalanced-learn ==0.10.1
numpy *
pandas *
scikit-image >=0.19
scikit-learn ==1.0.2
scikit-learn-intelex ==2023.0.1
scipy *
xarray >=0.18
xgboost ==1.7.1

environment.yml conda

_libgcc_mutex 0.1
_openmp_mutex 4.5
abseil-cpp 20210324.1
argon2-cffi 21.3.0
argon2-cffi-bindings 21.2.0
arrow-cpp 4.0.0
asttokens 2.0.5
attrs 21.4.0
aws-c-cal 0.5.11
aws-c-common 0.6.2
aws-c-event-stream 0.2.7
aws-c-io 0.10.5
aws-checksums 0.1.11
aws-sdk-cpp 1.8.186
backcall 0.2.0
beautifulsoup4 4.11.1
blas 1.0
bleach 4.1.0
bottleneck 1.3.4
brotli 1.0.9
bzip2 1.0.8
c-ares 1.17.1
ca-certificates 2021.10.8
certifi 2021.10.8
cffi 1.15.0
cycler 0.11.0
daal4py 2021.5.0
dal 2021.5.1
dbus 1.13.18
debugpy 1.5.1
decorator 5.1.1
defusedxml 0.7.1
descartes 1.1.0
entrypoints 0.4
executing 0.8.3
expat 2.4.4
fontconfig 2.13.1
fonttools 4.25.0
freetype 2.11.0
geos 3.8.0
gflags 2.2.2
giflib 5.2.1
glib 2.69.1
glog 0.5.0
grpc-cpp 1.37.1
gst-plugins-base 1.14.0
gstreamer 1.14.0
icu 58.2
importlib_resources 5.2.0
intel-openmp 2021.4.0
ipykernel 6.9.1
ipython 8.3.0
ipython_genutils 0.2.0
ipywidgets 7.6.5
jedi 0.18.1
jinja2 3.0.3
joblib 1.1.0
jpeg 9e
jsonschema 4.4.0
jupyter 1.0.0
jupyter_client 7.2.2
jupyter_console 6.4.3
jupyter_core 4.10.0
jupyterlab_pygments 0.1.2
jupyterlab_widgets 1.0.0
kiwisolver 1.3.2
krb5 1.19.2
lcms2 2.12
ld_impl_linux-64 2.35.1
libcurl 7.78.0
libedit 3.1.20191231
libev 4.33
libevent 2.1.10
libffi 3.3
libgcc-ng 9.3.0
libgfortran-ng 7.5.0
libgfortran4 7.5.0
libgomp 9.3.0
libnghttp2 1.43.0
libpng 1.6.37
libprotobuf 3.16.0
libsodium 1.0.18
libssh2 1.9.0
libstdcxx-ng 9.3.0
libthrift 0.14.1
libtiff 4.2.0
libutf8proc 2.6.1
libuuid 1.0.3
libwebp 1.2.2
libwebp-base 1.2.2
libxcb 1.15
libxml2 2.9.12
lightgbm 3.1.1
lz4-c 1.9.3
markupsafe 2.0.1
matplotlib 3.5.1
matplotlib-base 3.5.1
matplotlib-inline 0.1.2
mistune 0.8.4
mkl 2021.4.0
mkl-service 2.4.0
mkl_fft 1.3.1
mkl_random 1.2.2
mlxtend 0.19.0
mpi 1.0
mpich 3.3.2
munkres 1.1.4
nbclient 0.5.13
nbconvert 6.4.4
nbformat 5.3.0
ncurses 6.3
nest-asyncio 1.5.5
notebook 6.4.11
numexpr 2.8.1
numpy 1.21.5
numpy-base 1.21.5
openssl 1.1.1o
orc 1.6.7
packaging 21.3
pandas 1.4.2
pandocfilters 1.5.0
parquet-cpp 1.5.1
parso 0.8.3
patsy 0.5.2
pcre 8.45
pexpect 4.8.0
pickleshare 0.7.5
pillow 9.0.1
pip 21.2.4
prometheus_client 0.13.1
prompt-toolkit 3.0.20
prompt_toolkit 3.0.20
ptyprocess 0.7.0
pure_eval 0.2.2
pyarrow 4.0.0
pycparser 2.21
pygments 2.11.2
pyparsing 3.0.4
pyqt 5.9.2
pyrsistent 0.18.0
python 3.8.13
python-dateutil 2.8.2
python-fastjsonschema 2.15.1
python_abi 3.8
pytz 2021.3
pyzmq 22.3.0
qt 5.9.7
qtconsole 5.3.0
qtpy 2.0.1
re2 2021.04.01
readline 8.1.2
s2n 1.0.10
scikit-learn 1.0.2
scikit-learn-intelex 2021.5.0
scipy 1.7.3
seaborn 0.11.2
seaborn-base 0.11.2
send2trash 1.8.0
setuptools 61.2.0
shapely 1.7.1
sip 4.19.13
six 1.16.0
snappy 1.1.8
soupsieve 2.3.1
sqlite 3.38.3
stack_data 0.2.0
statsmodels 0.13.2
tbb 2021.5.0
terminado 0.13.1
testpath 0.5.0
threadpoolctl 2.2.0
tk 8.6.11
tornado 6.1
traitlets 5.1.1
typing-extensions 4.1.1
typing_extensions 4.1.1
wcwidth 0.2.5
webencodings 0.5.1
wheel 0.37.1
widgetsnbextension 3.5.2
xarray 0.20.1
xz 5.2.5
zeromq 4.3.4
zipp 3.8.0
zlib 1.2.12
zstd 1.4.9