diff --git a/environment.yml b/environment.yml
new file mode 100644
index 0000000..015ab23
--- /dev/null
+++ b/environment.yml
@@ -0,0 +1,122 @@
+name: base
+channels:
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=main
+  - _tflow_select=2.3.0=mkl
+  - absl-py=0.7.1=py37_0
+  - asn1crypto=0.24.0=py37_0
+  - astor=0.8.0=py37_0
+  - blas=1.0=mkl
+  - bzip2=1.0.8=h7b6447c_0
+  - c-ares=1.15.0=h7b6447c_1001
+  - ca-certificates=2019.5.15=0
+  - certifi=2019.6.16=py37_1
+  - cffi=1.12.3=py37h2e261b9_0
+  - chardet=3.0.4=py37_1
+  - cloudpickle=1.2.1=py_0
+  - conda=4.7.10=py37_0
+  - conda-package-handling=1.3.11=py37_0
+  - cryptography=2.7=py37h1ba5d50_0
+  - cycler=0.10.0=py37_0
+  - cytoolz=0.10.0=py37h7b6447c_0
+  - dask-core=2.2.0=py_0
+  - dbus=1.13.6=h746ee38_0
+  - decorator=4.4.0=py37_1
+  - expat=2.2.6=he6710b0_0
+  - fontconfig=2.13.0=h9420a91_0
+  - freetype=2.9.1=h8a8886c_1
+  - gast=0.2.2=py37_0
+  - glib=2.56.2=hd408876_0
+  - google-pasta=0.1.7=py_0
+  - grpcio=1.16.1=py37hf8bcb03_1
+  - gst-plugins-base=1.14.0=hbbd80ab_1
+  - gstreamer=1.14.0=hb453b48_1
+  - h5py=2.9.0=py37h7918eee_0
+  - hdf5=1.10.4=hb1b8bf9_0
+  - icu=58.2=h9c2bf20_1
+  - idna=2.8=py37_0
+  - imageio=2.5.0=py37_0
+  - intel-openmp=2019.4=243
+  - joblib=0.13.2=py37_0
+  - jpeg=9b=h024ee3a_2
+  - keras=2.2.4=0
+  - keras-applications=1.0.8=py_0
+  - keras-base=2.2.4=py37_0
+  - keras-preprocessing=1.1.0=py_1
+  - kiwisolver=1.1.0=py37he6710b0_0
+  - libarchive=3.3.3=h5d8350f_5
+  - 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
+  - libprotobuf=3.8.0=hd408876_0
+  - libstdcxx-ng=9.1.0=hdf63c60_0
+  - libtiff=4.0.10=h2733197_2
+  - libuuid=1.0.3=h1bed415_2
+  - libxcb=1.13=h1bed415_1
+  - libxml2=2.9.9=hea5a465_1
+  - lz4-c=1.8.1.2=h14c3975_0
+  - lzo=2.10=h49e0be7_2
+  - markdown=3.1.1=py37_0
+  - matplotlib=3.1.0=py37h5429711_0
+  - mkl=2019.4=243
+  - mkl-service=2.0.2=py37h7b6447c_0
+  - mkl_fft=1.0.12=py37ha843d7b_0
+  - mkl_random=1.0.2=py37hd81dba3_0
+  - ncurses=6.1=he6710b0_1
+  - networkx=2.3=py_0
+  - numpy=1.16.4=py37h7e9f1db_0
+  - numpy-base=1.16.4=py37hde5b4d6_0
+  - olefile=0.46=py37_0
+  - openssl=1.1.1c=h7b6447c_1
+  - pcre=8.43=he6710b0_0
+  - pillow=6.1.0=py37h34e0f95_0
+  - pip=19.1.1=py37_0
+  - protobuf=3.8.0=py37he6710b0_0
+  - pycosat=0.6.3=py37h14c3975_0
+  - pycparser=2.19=py37_0
+  - pyopenssl=19.0.0=py37_0
+  - pyparsing=2.4.0=py_0
+  - pyqt=5.9.2=py37h05f1152_2
+  - pysocks=1.7.0=py37_0
+  - python=3.7.3=h0371630_0
+  - python-dateutil=2.8.0=py37_0
+  - python-libarchive-c=2.8=py37_11
+  - pytz=2019.1=py_0
+  - pywavelets=1.0.3=py37hdd07704_1
+  - pyyaml=5.1.1=py37h7b6447c_0
+  - qt=5.9.7=h5867ecd_1
+  - readline=7.0=h7b6447c_5
+  - requests=2.22.0=py37_0
+  - ruamel_yaml=0.15.46=py37h14c3975_0
+  - scikit-image=0.15.0=py37he6710b0_0
+  - scikit-learn=0.21.2=py37hd81dba3_0
+  - scipy=1.3.0=py37h7c811a0_0
+  - setuptools=41.0.1=py37_0
+  - sip=4.19.8=py37hf484d3e_0
+  - six=1.12.0=py37_0
+  - sqlite=3.29.0=h7b6447c_0
+  - tensorboard=1.14.0=py37hf484d3e_0
+  - tensorflow=1.14.0=mkl_py37h45c423b_0
+  - tensorflow-base=1.14.0=mkl_py37h7ce6ba3_0
+  - tensorflow-estimator=1.14.0=py_0
+  - termcolor=1.1.0=py37_1
+  - tk=8.6.8=hbc83047_0
+  - toolz=0.10.0=py_0
+  - tornado=6.0.3=py37h7b6447c_0
+  - tqdm=4.32.1=py_0
+  - urllib3=1.24.2=py37_0
+  - werkzeug=0.15.4=py_0
+  - wheel=0.33.4=py37_0
+  - wrapt=1.11.2=py37h7b6447c_0
+  - xz=5.2.4=h14c3975_4
+  - yaml=0.1.7=had09818_2
+  - zlib=1.2.11=h7b6447c_3
+  - zstd=1.3.7=h0b5b093_0
+  - pip:
+    - future==0.17.1
+    - hyperopt==0.1.2
+    - pymongo==3.8.0
+