Resolve "Experiment pipeline"

Closes #12 (closed)

conda_requirements.txt

+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+_libgcc_mutex=0.1=main
+alabaster=0.7.12=pypi_0
+attrs=19.3.0=pypi_0
+autopep8=1.4.4=py_0
+awscli=1.16.273=pypi_0
+babel=2.7.0=pypi_0
+backcall=0.1.0=pypi_0
+blas=1.0=mkl
+bleach=3.1.0=pypi_0
+botocore=1.13.9=pypi_0
+ca-certificates=2019.10.16=0
+certifi=2019.9.11=py37_0
+chardet=3.0.4=pypi_0
+click=7.0=pypi_0
+colorama=0.4.1=pypi_0
+coverage=4.5.4=pypi_0
+cycler=0.10.0=py_2
+dbus=1.13.6=he372182_0
+decorator=4.4.1=pypi_0
+defusedxml=0.6.0=pypi_0
+docutils=0.15.2=pypi_0
+entrypoints=0.3=pypi_0
+expat=2.2.5=he1b5a44_1004
+flake8=3.7.9=pypi_0
+fontconfig=2.13.1=he4413a7_1000
+freetype=2.10.0=he983fc9_1
+gettext=0.19.8.1=hc5be6a0_1002
+glib=2.58.3=h6f030ca_1002
+gst-plugins-base=1.14.5=h0935bb2_0
+gstreamer=1.14.5=h36ae1b5_0
+icu=58.2=hf484d3e_1000
+idna=2.8=pypi_0
+imagesize=1.1.0=pypi_0
+importlib-metadata=0.23=pypi_0
+intel-openmp=2019.4=243
+ipykernel=5.1.3=pypi_0
+ipython=7.9.0=pypi_0
+ipython-genutils=0.2.0=pypi_0
+ipywidgets=7.5.1=pypi_0
+jedi=0.15.1=pypi_0
+jinja2=2.10.3=pypi_0
+jmespath=0.9.4=pypi_0
+joblib=0.14.0=py_0
+jpeg=9c=h14c3975_1001
+jsonschema=3.1.1=pypi_0
+jupyter=1.0.0=pypi_0
+jupyter-client=5.3.4=pypi_0
+jupyter-console=6.0.0=pypi_0
+jupyter-core=4.6.1=pypi_0
+kiwisolver=1.1.0=py37hc9558a2_0
+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
+libiconv=1.15=h516909a_1005
+libpng=1.6.37=hed695b0_0
+libstdcxx-ng=9.1.0=hdf63c60_0
+libuuid=2.32.1=h14c3975_1000
+libxcb=1.13=h14c3975_1002
+libxml2=2.9.9=h13577e0_2
+markupsafe=1.1.1=pypi_0
+matplotlib=3.1.1=pypi_0
+mccabe=0.6.1=pypi_0
+mistune=0.8.4=pypi_0
+mkl=2019.4=243
+mkl-service=2.3.0=py37he904b0f_0
+mkl_fft=1.0.14=py37ha843d7b_0
+mkl_random=1.1.0=py37hd6b4f25_0
+more-itertools=7.2.0=pypi_0
+nbconvert=5.6.1=pypi_0
+nbformat=4.4.0=pypi_0
+ncurses=6.1=he6710b0_1
+notebook=6.0.2=pypi_0
+numpy=1.17.2=py37haad9e8e_0
+numpy-base=1.17.2=py37hde5b4d6_0
+openssl=1.1.1d=h7b6447c_3
+packaging=19.2=pypi_0
+pandas=0.25.2=py37he6710b0_0
+pandocfilters=1.4.2=pypi_0
+parso=0.5.1=pypi_0
+pcre=8.43=he1b5a44_0
+pexpect=4.7.0=pypi_0
+pickleshare=0.7.5=pypi_0
+pip=19.3.1=py37_0
+prometheus-client=0.7.1=pypi_0
+prompt-toolkit=2.0.10=pypi_0
+pthread-stubs=0.4=h14c3975_1001
+ptyprocess=0.6.0=pypi_0
+pyaml=19.4.1=pypi_0
+pyasn1=0.4.7=pypi_0
+pycodestyle=2.5.0=pypi_0
+pyflakes=2.1.1=pypi_0
+pygments=2.4.2=pypi_0
+pyparsing=2.4.3=pypi_0
+pyqt=5.9.2=py37hcca6a23_4
+pyrsistent=0.15.5=pypi_0
+python=3.7.4=h265db76_1
+python-dateutil=2.8.0=py37_0
+python-dotenv=0.10.3=pypi_0
+pytz=2019.3=py_0
+pyyaml=5.1.2=pypi_0
+pyzmq=18.1.0=pypi_0
+qt=5.9.7=h52cfd70_2
+qtconsole=4.5.5=pypi_0
+readline=7.0=h7b6447c_5
+requests=2.22.0=pypi_0
+rsa=3.4.2=pypi_0
+s3transfer=0.2.1=pypi_0
+scikit-learn=0.21.3=py37hd81dba3_0
+scikit-optimize=0.6+19.g180d6be=pypi_0
+scipy=1.3.1=py37h7c811a0_0
+send2trash=1.5.0=pypi_0
+setuptools=41.6.0=py37_0
+sip=4.19.8=py37hf484d3e_1000
+six=1.12.0=py37_0
+snowballstemmer=2.0.0=pypi_0
+sphinx=2.2.1=pypi_0
+sphinxcontrib-applehelp=1.0.1=pypi_0
+sphinxcontrib-devhelp=1.0.1=pypi_0
+sphinxcontrib-htmlhelp=1.0.2=pypi_0
+sphinxcontrib-jsmath=1.0.1=pypi_0
+sphinxcontrib-qthelp=1.0.2=pypi_0
+sphinxcontrib-serializinghtml=1.1.3=pypi_0
+sqlite=3.30.1=h7b6447c_0
+terminado=0.8.2=pypi_0
+testpath=0.4.4=pypi_0
+tk=8.6.8=hbc83047_0
+tornado=6.0.3=py37h516909a_0
+tqdm=4.37.0=pypi_0
+traitlets=4.3.3=pypi_0
+urllib3=1.25.6=pypi_0
+wcwidth=0.1.7=pypi_0
+webencodings=0.5.1=pypi_0
+wheel=0.33.6=py37_0
+widgetsnbextension=3.5.1=pypi_0
+xorg-libxau=1.0.9=h14c3975_0
+xorg-libxdmcp=1.1.3=h516909a_0
+xz=5.2.4=h14c3975_4
+zipp=0.6.0=pypi_0
+zlib=1.2.11=h7b6447c_3