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GitHub / burknipalsson / hu_autoencoders

A repository for methods by and implemented by the authors' that were used in the paper: Blind Hyperspectral Unmixing using Autoencoders: A Critical Comparison

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/burknipalsson%2Fhu_autoencoders

Stars: 21
Forks: 5
Open Issues: 3

License: None
Language: Jupyter Notebook
Repo Size: 58.5 MB
Dependencies: 199

Created: over 3 years ago
Updated: 9 months ago
Last pushed: about 2 years ago
Last synced: 9 months ago

Files

Readme

Dependencies

requirements.txt pypi

absl-py =0.13.0=py38h06a4308_0
anyio =2.2.0=py38h06a4308_1
argon2-cffi =20.1.0=py38h27cfd23_1
astor =0.8.1=py38h06a4308_0
astunparse =1.6.3=py_0
async_generator =1.10=pyhd3eb1b0_0
attrs =21.2.0=pyhd3eb1b0_0
autopep8 =1.5.7=pyhd3eb1b0_0
babel =2.9.1=pyhd3eb1b0_0
backcall =0.2.0=pyhd3eb1b0_0
blas =1.0=mkl
bleach =4.0.0=pyhd3eb1b0_0
blinker =1.4=py38h06a4308_0
brotli =1.0.9=he6710b0_2
brotlipy =0.7.0=py38h27cfd23_1003
c-ares =1.17.1=h27cfd23_0
ca-certificates =2021.7.5=h06a4308_1
cachetools =4.2.2=pyhd3eb1b0_0
certifi =2021.5.30=py38h06a4308_0
cffi =1.14.6=py38h400218f_0
charset-normalizer =2.0.4=pyhd3eb1b0_0
click =8.0.1=pyhd3eb1b0_0
cloudpickle =1.6.0=pyhd3eb1b0_0
coverage =5.5=py38h27cfd23_2
cryptography =3.4.7=py38hd23ed53_0
cudatoolkit =10.1.243=h6bb024c_0
cudnn =7.6.5=cuda10.1_0
cupti =10.1.168=0
cycler =0.10.0=py38_0
cython =0.29.24=py38h295c915_0
cytoolz =0.11.0=py38h7b6447c_0
dask-core =2021.8.1=pyhd3eb1b0_0
dbus =1.13.18=hb2f20db_0
debugpy =1.4.1=py38h295c915_0
decorator =5.0.9=pyhd3eb1b0_0
defusedxml =0.7.1=pyhd3eb1b0_0
entrypoints =0.3=py38_0
expat =2.4.1=h2531618_2
fontconfig =2.13.1=h6c09931_0
fonttools =4.25.0=pyhd3eb1b0_0
freetype =2.10.4=h5ab3b9f_0
fsspec =2021.7.0=pyhd3eb1b0_0
gast =0.3.3=py_0
glib =2.69.1=h5202010_0
google-auth =1.21.2=py_0
google-auth-oauthlib =0.4.4=pyhd3eb1b0_0
google-pasta =0.2.0=pyhd3eb1b0_0
grpcio =1.36.1=py38h2157cd5_1
gst-plugins-base =1.14.0=h8213a91_2
gstreamer =1.14.0=h28cd5cc_2
h5py =2.10.0=py38hd6299e0_1
hdf5 =1.10.6=hb1b8bf9_0
icu =58.2=he6710b0_3
idna =3.2=pyhd3eb1b0_0
imageio =2.9.0=pyhd3eb1b0_0
importlib-metadata =3.10.0=py38h06a4308_0
importlib_metadata =3.10.0=hd3eb1b0_0
intel-openmp =2019.4=243
ipykernel =6.2.0=py38h06a4308_1
ipython =7.26.0=py38hb070fc8_0
ipython_genutils =0.2.0=pyhd3eb1b0_1
jedi =0.18.0=py38h06a4308_1
jinja2 =3.0.1=pyhd3eb1b0_0
joblib =1.0.1=pyhd3eb1b0_0
jpeg =9b=h024ee3a_2
json5 =0.9.6=pyhd3eb1b0_0
jsonschema =3.2.0=pyhd3eb1b0_2
jupyter_client =7.0.1=pyhd3eb1b0_0
jupyter_core =4.7.1=py38h06a4308_0
jupyter_server =1.4.1=py38h06a4308_0
jupyterlab =3.1.7=pyhd3eb1b0_0
jupyterlab_pygments =0.1.2=py_0
jupyterlab_server =2.7.2=pyhd3eb1b0_0
keras-preprocessing =1.1.2=pyhd3eb1b0_0
kiwisolver =1.3.1=py38h2531618_0
lcms2 =2.12=h3be6417_0
ld_impl_linux-64 =2.35.1=h7274673_9
libffi =3.3=he6710b0_2
libgcc-ng =9.3.0=h5101ec6_17
libgfortran-ng =7.5.0=ha8ba4b0_17
libgfortran4 =7.5.0=ha8ba4b0_17
libgomp =9.3.0=h5101ec6_17
libmklml =2019.0.5=0
libpng =1.6.37=hbc83047_0
libprotobuf =3.17.2=h4ff587b_1
libsodium =1.0.18=h7b6447c_0
libstdcxx-ng =9.3.0=hd4cf53a_17
libtiff =4.2.0=h85742a9_0
libuuid =1.0.3=h1bed415_2
libwebp-base =1.2.0=h27cfd23_0
libxcb =1.14=h7b6447c_0
libxml2 =2.9.12=h03d6c58_0
locket =0.2.1=py38h06a4308_1
lz4-c =1.9.3=h295c915_1
markdown =3.3.4=py38h06a4308_0
markupsafe =2.0.1=py38h27cfd23_0
matplotlib =3.4.2=py38h06a4308_0
matplotlib-base =3.4.2=py38hab158f2_0
matplotlib-inline =0.1.2=pyhd3eb1b0_2
mistune =0.8.4=py38h7b6447c_1000
mkl =2020.2=256
mkl-service =2.3.0=py38he904b0f_0
mkl_fft =1.3.0=py38h54f3939_0
mkl_random =1.1.1=py38h0573a6f_0
munkres =1.1.4=py_0
nbclassic =0.2.6=pyhd3eb1b0_0
nbclient =0.5.3=pyhd3eb1b0_0
nbconvert =6.1.0=py38h06a4308_0
nbformat =5.1.3=pyhd3eb1b0_0
ncurses =6.2=he6710b0_1
nest-asyncio =1.5.1=pyhd3eb1b0_0
networkx =2.6.2=pyhd3eb1b0_0
ninja =1.10.2=hff7bd54_1
notebook =6.4.3=py38h06a4308_0
numpy =1.19.1=py38hbc911f0_0
numpy-base =1.19.1=py38hfa32c7d_0
oauthlib =3.1.1=pyhd3eb1b0_0
olefile =0.46=pyhd3eb1b0_0
openjpeg =2.4.0=h3ad879b_0
openssl =1.1.1l=h7f8727e_0
opt_einsum =3.3.0=pyhd3eb1b0_1
packaging =21.0=pyhd3eb1b0_0
pandas =1.2.4=py38ha9443f7_0
pandocfilters =1.4.3=py38h06a4308_1
parso =0.8.2=pyhd3eb1b0_0
partd =1.2.0=pyhd3eb1b0_0
pcre =8.45=h295c915_0
pexpect =4.8.0=pyhd3eb1b0_3
pickleshare =0.7.5=pyhd3eb1b0_1003
pillow =8.3.1=py38h2c7a002_0
pip =21.1.2=py38h06a4308_0
prometheus_client =0.11.0=pyhd3eb1b0_0
prompt-toolkit =3.0.17=pyhca03da5_0
protobuf =3.17.2=py38h295c915_0
ptyprocess =0.7.0=pyhd3eb1b0_2
pyasn1 =0.4.8=pyhd3eb1b0_0
pyasn1-modules =0.2.8=py_0
pycodestyle =2.7.0=pyhd3eb1b0_0
pycparser =2.20=py_2
pygments =2.10.0=pyhd3eb1b0_0
pyjwt =2.1.0=py38h06a4308_0
pyopenssl =20.0.1=pyhd3eb1b0_1
pyparsing =2.4.7=pyhd3eb1b0_0
pyqt =5.9.2=py38h05f1152_4
pyrsistent =0.17.3=py38h7b6447c_0
pysocks =1.7.1=py38h06a4308_0
python =3.8.11=h12debd9_0_cpython
python-dateutil =2.8.2=pyhd3eb1b0_0
pytorch =1.8.1=cpu_py38h60491be_0
pytz =2021.1=pyhd3eb1b0_0
pywavelets =1.1.1=py38h7b6447c_2
pyyaml =5.4.1=py38h27cfd23_1
pyzmq =22.2.1=py38h295c915_1
qt =5.9.7=h5867ecd_1
readline =8.1=h27cfd23_0
requests =2.26.0=pyhd3eb1b0_0
requests-oauthlib =1.3.0=py_0
rsa =4.7.2=pyhd3eb1b0_1
scikit-image =0.18.1=py38ha9443f7_0
scikit-learn =0.24.2=py38ha9443f7_0
scipy =1.6.2=py38h91f5cce_0
seaborn =0.11.2=pyhd3eb1b0_0
send2trash =1.5.0=pyhd3eb1b0_1
setuptools =52.0.0=py38h06a4308_0
sip =4.19.13=py38he6710b0_0
six =1.16.0=pyhd3eb1b0_0
sniffio =1.2.0=py38h06a4308_1
sqlite =3.36.0=hc218d9a_0
tensorboard =2.2.1=pyh532a8cf_0
tensorboard-plugin-wit =1.6.0=py_0
tensorflow =2.2.0=gpu_py38hb782248_0
tensorflow-base =2.2.0=gpu_py38h83e3d50_0
tensorflow-estimator =2.5.0=pyh7b7c402_0
tensorflow-gpu =2.2.0=h0d30ee6_0
tensorflow-probability =0.7=py_2
termcolor =1.1.0=py38h06a4308_1
terminado =0.9.4=py38h06a4308_0
testpath =0.5.0=pyhd3eb1b0_0
threadpoolctl =2.2.0=pyh0d69192_0
tifffile =2020.10.1=py38hdd07704_2
tk =8.6.10=hbc83047_0
toml =0.10.2=pyhd3eb1b0_0
toolz =0.11.1=pyhd3eb1b0_0
tornado =6.1=py38h27cfd23_0
traitlets =5.0.5=pyhd3eb1b0_0
typing-extensions =3.10.0.0=hd3eb1b0_0
typing_extensions =3.10.0.0=pyh06a4308_0
urllib3 =1.26.6=pyhd3eb1b0_1
wcwidth =0.2.5=pyhd3eb1b0_0
webencodings =0.5.1=py38_1
werkzeug =1.0.1=pyhd3eb1b0_0
wheel =0.37.0=pyhd3eb1b0_1
wrapt =1.12.1=py38h7b6447c_1
xz =5.2.5=h7b6447c_0
yaml =0.2.5=h7b6447c_0
zeromq =4.3.4=h2531618_0
zipp =3.5.0=pyhd3eb1b0_0
zlib =1.2.11=h7b6447c_3
zstd =1.4.9=haebb681_0