--- a
+++ b/chexbert/environment.yml
@@ -0,0 +1,149 @@
+name: chexbert
+channels:
+  - pytorch
+  - anaconda
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=main
+  - attrs=19.3.0=py_0
+  - backcall=0.1.0=py37_0
+  - blas=1.0=mkl
+  - bleach=3.1.4=py_0
+  - ca-certificates=2020.1.1=0
+  - certifi=2020.4.5.1=py37_0
+  - cudatoolkit=9.2=0
+  - cycler=0.10.0=py37_0
+  - dbus=1.13.12=h746ee38_0
+  - decorator=4.4.2=py_0
+  - defusedxml=0.6.0=py_0
+  - entrypoints=0.3=py37_0
+  - expat=2.2.6=he6710b0_0
+  - fontconfig=2.13.0=h9420a91_0
+  - freetype=2.9.1=h8a8886c_1
+  - glib=2.63.1=h5a9c865_0
+  - gmp=6.1.2=h6c8ec71_1
+  - gst-plugins-base=1.14.0=hbbd80ab_1
+  - gstreamer=1.14.0=hb453b48_1
+  - icu=58.2=h9c2bf20_1
+  - importlib_metadata=1.5.0=py37_0
+  - intel-openmp=2020.0=166
+  - ipykernel=5.1.4=py37h39e3cac_0
+  - ipython=7.13.0=py37h5ca1d4c_0
+  - ipython_genutils=0.2.0=py37_0
+  - ipywidgets=7.5.1=py_0
+  - jedi=0.16.0=py37_1
+  - jinja2=2.11.1=py_0
+  - joblib=0.14.1=py_0
+  - jpeg=9b=h024ee3a_2
+  - jsonschema=3.2.0=py37_0
+  - jupyter=1.0.0=py37_7
+  - jupyter_client=6.1.2=py_0
+  - jupyter_console=6.1.0=py_0
+  - jupyter_core=4.6.3=py37_0
+  - kiwisolver=1.1.0=py37he6710b0_0
+  - ld_impl_linux-64=2.33.1=h53a641e_7
+  - libedit=3.1.20181209=hc058e9b_0
+  - libffi=3.2.1=hd88cf55_4
+  - libgcc-ng=9.1.0=hdf63c60_0
+  - libgfortran-ng=7.3.0=hdf63c60_0
+  - libpng=1.6.37=hbc83047_0
+  - libsodium=1.0.16=h1bed415_0
+  - libstdcxx-ng=9.1.0=hdf63c60_0
+  - libtiff=4.1.0=h2733197_0
+  - libuuid=1.0.3=h1bed415_2
+  - libxcb=1.13=h1bed415_1
+  - libxml2=2.9.9=hea5a465_1
+  - markupsafe=1.1.1=py37h7b6447c_0
+  - matplotlib=3.1.3=py37_0
+  - matplotlib-base=3.1.3=py37hef1b27d_0
+  - mistune=0.8.4=py37h7b6447c_0
+  - mkl=2020.0=166
+  - mkl-service=2.3.0=py37he904b0f_0
+  - mkl_fft=1.0.15=py37ha843d7b_0
+  - mkl_random=1.1.0=py37hd6b4f25_0
+  - nbconvert=5.6.1=py37_0
+  - nbformat=5.0.4=py_0
+  - ncurses=6.2=he6710b0_0
+  - ninja=1.9.0=py37hfd86e86_0
+  - nltk=3.4.5=py37_0
+  - notebook=6.0.3=py37_0
+  - numpy=1.18.1=py37h4f9e942_0
+  - numpy-base=1.18.1=py37hde5b4d6_1
+  - olefile=0.46=py37_0
+  - openssl=1.1.1g=h7b6447c_0
+  - pandas=1.0.3=py37h0573a6f_0
+  - pandoc=2.2.3.2=0
+  - pandocfilters=1.4.2=py37_1
+  - parso=0.6.2=py_0
+  - patsy=0.5.1=py37_0
+  - pcre=8.43=he6710b0_0
+  - pexpect=4.8.0=py37_0
+  - pickleshare=0.7.5=py37_0
+  - pillow=7.0.0=py37hb39fc2d_0
+  - pip=20.0.2=py37_1
+  - prometheus_client=0.7.1=py_0
+  - prompt-toolkit=3.0.4=py_0
+  - prompt_toolkit=3.0.4=0
+  - ptyprocess=0.6.0=py37_0
+  - pygments=2.6.1=py_0
+  - pyparsing=2.4.6=py_0
+  - pyqt=5.9.2=py37h05f1152_2
+  - pyrsistent=0.16.0=py37h7b6447c_0
+  - python=3.7.7=hcf32534_0_cpython
+  - python-dateutil=2.8.1=py_0
+  - pytorch=1.4.0=py3.7_cuda9.2.148_cudnn7.6.3_0
+  - pytz=2019.3=py_0
+  - pyzmq=18.1.1=py37he6710b0_0
+  - qt=5.9.7=h5867ecd_1
+  - qtconsole=4.7.3=py_0
+  - qtpy=1.9.0=py_0
+  - readline=8.0=h7b6447c_0
+  - scikit-learn=0.22.1=py37hd81dba3_0
+  - scipy=1.4.1=py37h0b6359f_0
+  - send2trash=1.5.0=py37_0
+  - setuptools=46.1.3=py37_0
+  - sip=4.19.8=py37hf484d3e_0
+  - six=1.14.0=py37_0
+  - sqlite=3.31.1=h62c20be_1
+  - statsmodels=0.11.0=py37h7b6447c_0
+  - terminado=0.8.3=py37_0
+  - testpath=0.4.4=py_0
+  - tk=8.6.8=hbc83047_0
+  - torchvision=0.5.0=py37_cu92
+  - tornado=6.0.4=py37h7b6447c_1
+  - traitlets=4.3.3=py37_0
+  - wcwidth=0.1.9=py_0
+  - webencodings=0.5.1=py37_1
+  - wheel=0.34.2=py37_0
+  - widgetsnbextension=3.5.1=py37_0
+  - xz=5.2.5=h7b6447c_0
+  - zeromq=4.3.1=he6710b0_3
+  - zipp=2.2.0=py_0
+  - zlib=1.2.11=h7b6447c_3
+  - zstd=1.3.7=h0b5b093_0
+  - pip:
+    - boto3==1.12.31
+    - botocore==1.15.31
+    - cffi==1.14.0
+    - chardet==3.0.4
+    - click==7.1.1
+    - docutils==0.15.2
+    - filelock==3.0.12
+    - idna==2.9
+    - jmespath==0.9.5
+    - mecab-python3==0.996.5
+    - packaging==20.4
+    - portalocker==1.6.0
+    - pycparser==2.20
+    - regex==2020.2.20
+    - requests==2.23.0
+    - s3transfer==0.3.3
+    - sacrebleu==1.4.6
+    - sacremoses==0.0.38
+    - sentencepiece==0.1.85
+    - tokenizers==0.8.1rc1
+    - tqdm==4.44.1
+    - transformers==3.0.2
+    - typing==3.7.4.1
+    - urllib3==1.25.8
+