Environment for running code *except Parzen log-likelihood estimates*
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main
backcall                  0.1.0                    py38_0    anaconda
blas                      1.0                         mkl
ca-certificates           2020.4.5.1           hecc5488_0    conda-forge
certifi                   2020.4.5.1       py38h32f6830_0    conda-forge
cpuonly                   1.0                           0    pytorch
cudatoolkit               10.2.89              hfd86e86_1
decorator                 4.4.2                      py_0    anaconda
freetype                  2.9.1                h8a8886c_1    anaconda
future                    0.18.2                   pypi_0    pypi
intel-openmp              2020.0                      166    anaconda
ipython                   7.13.0           py38h5ca1d4c_0    anaconda
ipython_genutils          0.2.0                    py38_0    anaconda
jedi                      0.17.0                   py38_0
jpeg                      9b                   habf39ab_1    anaconda
ld_impl_linux-64          2.33.1               h53a641e_7
libedit                   3.1.20181209         hc058e9b_0
libffi                    3.3                  he6710b0_1
libgcc-ng                 9.1.0                hdf63c60_0
libgfortran-ng            7.3.0                hdf63c60_0
libpng                    1.6.37               hbc83047_0    anaconda
libstdcxx-ng              9.1.0                hdf63c60_0
libtiff                   4.1.0                h2733197_0    anaconda
lmdb                      0.9.23               he6710b0_0
mkl                       2019.4                      243    anaconda
mkl-service               2.3.0            py38he904b0f_0
mkl_fft                   1.0.15           py38ha843d7b_0
mkl_random                1.1.0            py38h962f231_0
ncurses                   6.2                  he6710b0_1
ninja                     1.9.0            py38hfd86e86_0    anaconda
numpy                     1.18.1           py38h4f9e942_0
numpy-base                1.18.1           py38hde5b4d6_1
olefile                   0.46                       py_0    anaconda
openssl                   1.1.1g               h516909a_0    conda-forge
pandas                    1.0.3            py38h0573a6f_0    anaconda
parso                     0.7.0                      py_0
pexpect                   4.8.0                    py38_0    anaconda
pickleshare               0.7.5                 py38_1000    anaconda
pillow                    7.1.2            py38hb39fc2d_0    anaconda
pip                       20.0.2                   py38_3
prompt-toolkit            3.0.4                      py_0    anaconda
prompt_toolkit            3.0.4                         0    anaconda
ptyprocess                0.6.0                    py38_0    anaconda
pygments                  2.6.1                      py_0    anaconda
python                    3.8.2               hcff3b4d_14
python-dateutil           2.8.1                      py_0    anaconda
python-lmdb               0.96             py38he1b5a44_0    conda-forge
python_abi                3.8                      1_cp38    conda-forge
pytorch                   1.5.0           py3.8_cuda10.2.89_cudnn7.6.5_0    https://anaconda.org/pytorch/pytorch/1.5.0/download
pytorch-ignite            0.4.0                    pypi_0    pypi
pytz                      2020.1                     py_0
readline                  8.0                  h7b6447c_0
scipy                     1.4.1            py38h0b6359f_0    anaconda
setuptools                46.1.3                   py38_0
six                       1.14.0                   py38_0
sqlite                    3.31.1               h62c20be_1
tk                        8.6.8                hbc83047_0
torchvision               0.6.0                py38_cu102    https://anaconda.org/pytorch/torchvision/0.6.0/download
tqdm                      4.46.0             pyh9f0ad1d_0    conda-forge
traitlets                 4.3.3                    py38_0    anaconda
wcwidth                   0.1.9                      py_0    anaconda
wheel                     0.34.2                   py38_0
xz                        5.2.5                h7b6447c_0
zlib                      1.2.11               h7b6447c_3
zstd                      1.3.7                h0b5b093_0    anaconda

Environment for running Parzen log-likelihood estimation code:
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main
binutils_impl_linux-64    2.33.1               he6710b0_7
binutils_linux-64         2.33.1              h9595d00_15
blas                      1.0                         mkl
ca-certificates           2020.1.1                      0
certifi                   2020.4.5.1               py37_0
gcc_impl_linux-64         7.3.0                habb00fd_1
gcc_linux-64              7.3.0               h553295d_15
gxx_impl_linux-64         7.3.0                hdf63c60_1
gxx_linux-64              7.3.0               h553295d_15
intel-openmp              2020.1                      217
ld_impl_linux-64          2.33.1               h53a641e_7
libedit                   3.1.20181209         hc058e9b_0
libffi                    3.3                  he6710b0_1
libgcc-ng                 9.1.0                hdf63c60_0
libgfortran-ng            7.3.0                hdf63c60_0
libgpuarray               0.7.6                h14c3975_0
libstdcxx-ng              9.1.0                hdf63c60_0
mako                      1.1.2                      py_0
markupsafe                1.1.1            py37h7b6447c_0
mkl                       2020.1                      217
mkl-service               2.3.0            py37he904b0f_0
mkl_fft                   1.0.15           py37ha843d7b_0
mkl_random                1.1.1            py37h0573a6f_0
ncurses                   6.2                  he6710b0_1
numpy                     1.18.1           py37h4f9e942_0
numpy-base                1.18.1           py37hde5b4d6_1
openssl                   1.1.1g               h7b6447c_0
pip                       20.0.2                   py37_3
pygpu                     0.7.6            py37h035aef0_0
python                    3.7.7                hcff3b4d_5
readline                  8.0                  h7b6447c_0
scipy                     1.4.1            py37h0b6359f_0
setuptools                46.4.0                   py37_0
six                       1.14.0                   py37_0
sqlite                    3.31.1               h62c20be_1
theano                    1.0.4            py37hfd86e86_0
tk                        8.6.8                hbc83047_0
wheel                     0.34.2                   py37_0
xz                        5.2.5                h7b6447c_0
zlib                      1.2.11               h7b6447c_3
