LSTM_Temperature Modeling
Using LSTM for stream temperature modeling. main code is StreamTemp_integ.py. copy forcing pandas files in scratch/SNTemp/Forcing/Forcing_new copy attribute pandas files in scratch/SNTemp/Forcing/attr_new
packages in environment :
Name Version Build Channel
appdirs 1.4.4 pypi_0 pypi
argon2-cffi 20.1.0 py37he774522_1
attrs 20.2.0 py_0
backcall 0.2.0 py_0
basemap 1.2.1 pypi_0 pypi
blas 1.0 mkl
bleach 3.2.1 py_0
ca-certificates 2020.7.22 0
certifi 2020.6.20 py37_0
cffi 1.14.3 py37h7a1dbc1_0
colorama 0.4.3 py_0
cudatoolkit 10.0.130 0
cycler 0.10.0 py37_0
dataretrieval 0.4 pypi_0 pypi
decorator 4.4.2 py_0
defusedxml 0.6.0 py_0
distlib 0.3.1 pypi_0 pypi
entrypoints 0.3 py37_0
filelock 3.0.12 pypi_0 pypi
freetype 2.10.2 hd328e21_0
icc_rt 2019.0.0 h0cc432a_1
icu 58.2 ha925a31_3
importlib-metadata 1.7.0 py37_0
importlib_metadata 1.7.0 0
intel-openmp 2020.2 254
ipykernel 5.3.4 py37h5ca1d4c_0
ipython 7.18.1 py37h5ca1d4c_0
ipython_genutils 0.2.0 py37_0
jedi 0.17.2 py37_0
jinja2 2.11.2 py_0
joblib 0.17.0 pypi_0 pypi
jpeg 9b hb83a4c4_2
jsonschema 3.2.0 py37_1
jupyter_client 6.1.6 py_0
jupyter_core 4.6.3 py37_0
kiwisolver 1.2.0 py37h74a9793_0
libpng 1.6.37 h2a8f88b_0
libsodium 1.0.18 h62dcd97_0
libtiff 4.1.0 h56a325e_1
lz4-c 1.9.2 h62dcd97_1
m2w64-gcc-libgfortran 5.3.0 6
m2w64-gcc-libs 5.3.0 7
m2w64-gcc-libs-core 5.3.0 7
m2w64-gmp 6.1.0 2
m2w64-libwinpthread-git 5.0.0.4634.697f757 2
markupsafe 1.1.1 py37hfa6e2cd_1
matplotlib 3.2.2 pypi_0 pypi
mistune 0.8.4 py37hfa6e2cd_1001
mkl 2020.2 256
mkl-service 2.3.0 py37hb782905_0
mkl_fft 1.2.0 py37h45dec08_0
mkl_random 1.1.1 py37h47e9c7a_0
msys2-conda-epoch 20160418 1
nbconvert 5.6.1 py37_1
nbformat 5.0.7 py_0
ninja 1.10.1 py37h7ef1ec2_0
notebook 6.1.1 py37_0
numpy 1.19.1 py37h5510c5b_0
numpy-base 1.19.1 py37ha3acd2a_0
olefile 0.46 py37_0
openssl 1.1.1h he774522_0 conda-forge
packaging 20.4 py_0
pandas 1.1.1 py37ha925a31_0
pandoc 2.10.1 0
pandocfilters 1.4.2 py37_1
parso 0.7.0 py_0
patsy 0.5.1 py37_0
permutationimportance 1.2.1.8 pypi_0 pypi
pickleshare 0.7.5 py37_1001
pillow 7.2.0 py37hcc1f983_0
pip 20.2.3 pypi_0 pypi
pipenv 2020.8.13 pypi_0 pypi
prometheus_client 0.8.0 py_0
prompt-toolkit 3.0.7 py_0
pyarrow 1.0.1 pypi_0 pypi
pycparser 2.20 py_2
pygments 2.7.1 py_0
pyparsing 2.4.7 py_0
pyproj 2.6.1.post1 pypi_0 pypi
pyqt 5.9.2 py37h6538335_2
pyrsistent 0.17.3 py37he774522_0
pyshp 2.1.2 pypi_0 pypi
python 3.7.9 h60c2a47_0
python-dateutil 2.8.1 py_0
pytorch 1.2.0 py3.7_cuda100_cudnn7_1 pytorch
pytz 2020.1 py_0
pywin32 227 py37he774522_1
pywinpty 0.5.7 py37_0
pyzmq 19.0.2 py37ha925a31_1
qt 5.9.7 vc14h73c81de_0
requests 2.7.0 pypi_0 pypi
scikit-learn 0.23.2 pypi_0 pypi
scipy 1.1.0 pypi_0 pypi
send2trash 1.5.0 py37_0
setuptools 49.6.0 py37_0
sip 4.19.8 py37h6538335_0
six 1.15.0 py_0
sqlite 3.33.0 h2a8f88b_0
statsmodels 0.11.1 py37he774522_0
terminado 0.8.3 py37_0
testpath 0.4.4 py_0
threadpoolctl 2.1.0 pypi_0 pypi
tk 8.6.10 he774522_0
torchvision 0.4.0 py37_cu100 pytorch
tornado 6.0.4 py37he774522_1
tqdm 4.50.2 pypi_0 pypi
traitlets 5.0.4 py_0
vc 14.1 h0510ff6_4
virtualenv 20.0.35 pypi_0 pypi
virtualenv-clone 0.5.4 pypi_0 pypi
vs2015_runtime 14.16.27012 hf0eaf9b_3
wcwidth 0.2.5 py_0
webencodings 0.5.1 py37_1
wheel 0.35.1 py_0
wincertstore 0.2 py37_0
winpty 0.4.3 4
xz 5.2.5 h62dcd97_0
zeromq 4.3.2 ha925a31_3
zipp 3.1.0 py_0
zlib 1.2.11 h62dcd97_4
zstd 1.4.5 h04227a9_0
Note: you may need to restart the kernel to use updated packages.