diff --git a/environment.yml b/environment.yml
new file mode 100644
index 0000000..58f9ffc
--- /dev/null
+++ b/environment.yml
@@ -0,0 +1,256 @@
+name: base
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=main
+  - _openmp_mutex=4.5=1_gnu
+  - _tflow_select=2.3.0=mkl
+  - absl-py=1.0.0=pyhd8ed1ab_0
+  - aiohttp=3.7.4.post0=py39h3811e60_0
+  - alembic=1.7.7=pyhd8ed1ab_0
+  - appdirs=1.4.4=pyh9f0ad1d_0
+  - asn1crypto=1.5.1=pyhd8ed1ab_0
+  - astor=0.8.1=pyh9f0ad1d_0
+  - astunparse=1.6.3=pyhd8ed1ab_0
+  - async-timeout=3.0.1=py_1000
+  - attrs=21.4.0=pyhd8ed1ab_0
+  - blas=1.0=mkl
+  - blinker=1.4=py_1
+  - bottleneck=1.3.4=py39hce1f21e_0
+  - brotli=1.0.9=h7f98852_5
+  - brotli-bin=1.0.9=h7f98852_5
+  - brotlipy=0.7.0=py39h27cfd23_1003
+  - c-ares=1.17.1=h7f98852_1
+  - ca-certificates=2022.5.18.1=ha878542_0
+  - cachetools=5.0.0=pyhd8ed1ab_0
+  - certifi=2022.5.18.1=py39hf3d152e_0
+  - cffi=1.15.0=py39hd667e15_1
+  - chardet=4.0.0=py39hf3d152e_3
+  - charset-normalizer=2.0.4=pyhd3eb1b0_0
+  - click=8.1.3=py39hf3d152e_0
+  - cloudpickle=2.1.0=pyhd8ed1ab_0
+  - colorama=0.4.4=pyh9f0ad1d_0
+  - conda=4.12.0=py39hf3d152e_0
+  - conda-package-handling=1.8.1=py39h7f8727e_0
+  - configparser=5.2.0=pyhd8ed1ab_0
+  - cryptography=37.0.1=py39h9ce1e76_0
+  - cycler=0.11.0=pyhd8ed1ab_0
+  - databricks-cli=0.12.1=pyhd8ed1ab_0
+  - dbus=1.13.6=he372182_0
+  - docker-py=5.0.3=py39hf3d152e_2
+  - docker-pycreds=0.4.0=py_0
+  - docopt=0.6.2=py_1
+  - entrypoints=0.4=pyhd8ed1ab_0
+  - expat=2.2.10=h9c3ff4c_0
+  - flask=2.1.2=pyhd8ed1ab_1
+  - fontconfig=2.13.1=h6c09931_0
+  - fonttools=4.25.0=pyhd3eb1b0_0
+  - freetype=2.11.0=h70c0345_0
+  - gast=0.4.0=pyh9f0ad1d_0
+  - gitdb=4.0.9=pyhd8ed1ab_0
+  - gitpython=3.1.27=pyhd8ed1ab_0
+  - glib=2.69.1=h4ff587b_1
+  - google-auth=2.6.6=pyh6c4a22f_0
+  - google-auth-oauthlib=0.4.6=pyhd8ed1ab_0
+  - google-pasta=0.2.0=pyh8c360ce_0
+  - greenlet=1.1.1=py39h295c915_0
+  - grpcio=1.38.1=py39hff7568b_0
+  - gst-plugins-base=1.14.0=hbbd80ab_1
+  - gstreamer=1.14.0=h28cd5cc_2
+  - gunicorn=20.1.0=py39hf3d152e_2
+  - h5py=2.10.0=nompi_py39h98ba4bc_106
+  - hdf5=1.10.6=nompi_h3c11f04_101
+  - icu=58.2=hf484d3e_1000
+  - idna=3.3=pyhd3eb1b0_0
+  - importlib-metadata=4.11.3=py39hf3d152e_1
+  - importlib_metadata=4.11.3=hd8ed1ab_1
+  - importlib_resources=5.7.1=pyhd8ed1ab_1
+  - intel-openmp=2021.4.0=h06a4308_3561
+  - itsdangerous=2.1.2=pyhd8ed1ab_0
+  - jbig=2.1=h7f98852_2003
+  - jinja2=3.1.2=pyhd8ed1ab_0
+  - joblib=1.1.0=pyhd8ed1ab_0
+  - jpeg=9e=h7f8727e_0
+  - jsonpickle=1.5.1=pyhd8ed1ab_0
+  - kaggle=1.5.12=pyhd8ed1ab_4
+  - keras=2.4.3=pyhd8ed1ab_0
+  - keras-preprocessing=1.1.2=pyhd8ed1ab_0
+  - kiwisolver=1.3.2=py39h295c915_0
+  - lcms2=2.12=hddcbb42_0
+  - ld_impl_linux-64=2.38=h1181459_0
+  - lerc=2.2.1=h9c3ff4c_0
+  - libblas=3.9.0=12_linux64_mkl
+  - libbrotlicommon=1.0.9=h7f98852_5
+  - libbrotlidec=1.0.9=h7f98852_5
+  - libbrotlienc=1.0.9=h7f98852_5
+  - libcblas=3.9.0=12_linux64_mkl
+  - libdeflate=1.7=h7f98852_5
+  - libffi=3.3=he6710b0_2
+  - libgcc-ng=9.3.0=h5101ec6_17
+  - libgfortran-ng=7.5.0=h14aa051_20
+  - libgfortran4=7.5.0=h14aa051_20
+  - libgomp=9.3.0=h5101ec6_17
+  - libpng=1.6.37=h21135ba_2
+  - libprotobuf=3.15.8=h780b84a_0
+  - libstdcxx-ng=9.3.0=hd4cf53a_17
+  - libtiff=4.3.0=hf544144_1
+  - libuuid=1.0.3=h7f8727e_2
+  - libwebp-base=1.2.2=h7f8727e_0
+  - libxcb=1.13=h7f98852_1003
+  - libxml2=2.9.12=h74e7548_2
+  - lz4-c=1.9.3=h9c3ff4c_1
+  - mako=1.2.0=pyhd8ed1ab_1
+  - markdown=3.3.7=pyhd8ed1ab_0
+  - matplotlib=3.5.1=py39h06a4308_1
+  - matplotlib-base=3.5.1=py39ha18d171_1
+  - mkl=2021.4.0=h06a4308_640
+  - mkl-service=2.4.0=py39h3811e60_0
+  - mkl_fft=1.3.1=py39hd3c417c_0
+  - mkl_random=1.2.2=py39hde0f152_0
+  - mlflow=1.26.0=py39ha39b057_0
+  - multidict=5.1.0=py39h3811e60_1
+  - munch=2.5.0=py_0
+  - munkres=1.1.4=pyh9f0ad1d_0
+  - ncurses=6.3=h7f8727e_2
+  - numexpr=2.8.1=py39h6abb31d_0
+  - numpy=1.22.3=py39he7a7128_0
+  - numpy-base=1.22.3=py39hf524024_0
+  - oauthlib=3.2.0=pyhd8ed1ab_0
+  - olefile=0.46=pyh9f0ad1d_1
+  - openssl=1.1.1o=h7f8727e_0
+  - opt_einsum=3.3.0=pyhd8ed1ab_1
+  - packaging=21.3=pyhd8ed1ab_0
+  - pandas=1.4.2=py39h295c915_0
+  - pcre=8.45=h9c3ff4c_0
+  - pillow=7.2.0=py39h6f3857e_2
+  - pip=22.1.1=pyhd8ed1ab_0
+  - prometheus_client=0.14.1=pyhd8ed1ab_0
+  - prometheus_flask_exporter=0.20.1=pyhd8ed1ab_0
+  - protobuf=3.15.8=py39he80948d_0
+  - pthread-stubs=0.4=h36c2ea0_1001
+  - py-cpuinfo=8.0.0=pyhd8ed1ab_0
+  - pyasn1=0.4.8=py_0
+  - pyasn1-modules=0.2.7=py_0
+  - pycosat=0.6.3=py39h27cfd23_0
+  - pycparser=2.21=pyhd3eb1b0_0
+  - pyjwt=2.4.0=pyhd8ed1ab_0
+  - pyopenssl=22.0.0=pyhd3eb1b0_0
+  - pyparsing=3.0.9=pyhd8ed1ab_0
+  - pyqt=5.9.2=py39h2531618_6
+  - pysocks=1.7.1=py39h06a4308_0
+  - python=3.9.7=h12debd9_1
+  - python-dateutil=2.8.2=pyhd8ed1ab_0
+  - python-flatbuffers=2.0=pyhd8ed1ab_0
+  - python-levenshtein=0.12.2=py39h3811e60_0
+  - python-slugify=6.1.2=pyhd8ed1ab_0
+  - python_abi=3.9=2_cp39
+  - pytz=2022.1=pyhd8ed1ab_0
+  - pyu2f=0.1.5=pyhd8ed1ab_0
+  - pyyaml=5.4.1=py39h3811e60_0
+  - qt=5.9.7=h5867ecd_1
+  - querystring_parser=1.2.4=py_0
+  - readline=8.1.2=h7f8727e_1
+  - requests=2.27.1=pyhd3eb1b0_0
+  - requests-oauthlib=1.3.1=pyhd8ed1ab_0
+  - rsa=4.8=pyhd8ed1ab_0
+  - ruamel_yaml=0.15.100=py39h27cfd23_0
+  - sacred=0.8.2=pyhd8ed1ab_0
+  - scikit-learn=0.23.2=py39hf3c863f_3
+  - scipy=1.7.3=py39hc147768_0
+  - setuptools=61.2.0=py39h06a4308_0
+  - sip=4.19.13=py39h295c915_0
+  - six=1.16.0=pyh6c4a22f_0
+  - smmap=3.0.5=pyh44b312d_0
+  - sqlalchemy=1.4.13=py39h3811e60_0
+  - sqlite=3.38.3=hc218d9a_0
+  - sqlparse=0.4.2=pyhd8ed1ab_0
+  - tabulate=0.8.9=pyhd8ed1ab_0
+  - tenacity=8.0.1=pyhd8ed1ab_0
+  - tensorboard=2.9.0=pyhd8ed1ab_0
+  - tensorboard-data-server=0.6.0=py39h3da14fd_0
+  - tensorboard-plugin-wit=1.8.1=pyhd8ed1ab_0
+  - tensorflow=2.4.1=mkl_py39h4683426_0
+  - tensorflow-base=2.4.1=mkl_py39h43e0292_0
+  - tensorflow-estimator=2.5.0=pyh81a9013_1
+  - termcolor=1.1.0=py_2
+  - text-unidecode=1.3=py_0
+  - threadpoolctl=3.1.0=pyh8a188c0_0
+  - tk=8.6.11=h1ccaba5_1
+  - tornado=6.1=py39h3811e60_1
+  - tqdm=4.64.0=py39h06a4308_0
+  - typing-extensions=4.2.0=hd8ed1ab_1
+  - typing_extensions=4.2.0=pyha770c72_1
+  - tzdata=2022a=hda174b7_0
+  - unidecode=1.3.4=pyhd8ed1ab_0
+  - urllib3=1.26.9=py39h06a4308_0
+  - websocket-client=1.3.2=pyhd8ed1ab_0
+  - werkzeug=2.1.2=pyhd8ed1ab_1
+  - wheel=0.37.1=pyhd8ed1ab_0
+  - wrapt=1.12.1=py39h3811e60_3
+  - xorg-libxau=1.0.9=h7f98852_0
+  - xorg-libxdmcp=1.1.3=h7f98852_0
+  - xz=5.2.5=h7f8727e_1
+  - yaml=0.2.5=h7b6447c_0
+  - yarl=1.6.3=py39h3811e60_2
+  - zipp=3.8.0=pyhd8ed1ab_0
+  - zlib=1.2.12=h7f8727e_2
+  - zstd=1.5.2=ha4553b6_0
+  - pip:
+    - argon2-cffi==21.3.0
+    - argon2-cffi-bindings==21.2.0
+    - asttokens==2.0.5
+    - backcall==0.2.0
+    - beautifulsoup4==4.11.1
+    - bleach==5.0.0
+    - debugpy==1.6.0
+    - decorator==5.1.1
+    - defusedxml==0.7.1
+    - executing==0.8.3
+    - fastjsonschema==2.15.3
+    - ipykernel==6.13.0
+    - ipython==8.3.0
+    - ipython-genutils==0.2.0
+    - ipywidgets==7.7.0
+    - jedi==0.18.1
+    - jiwer==2.3.0
+    - jsonschema==4.5.1
+    - jupyter==1.0.0
+    - jupyter-client==7.3.1
+    - jupyter-console==6.4.3
+    - jupyter-core==4.10.0
+    - jupyterlab-pygments==0.2.2
+    - jupyterlab-widgets==1.1.0
+    - markupsafe==2.1.1
+    - matplotlib-inline==0.1.3
+    - mistune==0.8.4
+    - nbclient==0.6.3
+    - nbconvert==6.5.0
+    - nbformat==5.4.0
+    - nest-asyncio==1.5.5
+    - nltk==3.7
+    - notebook==6.4.11
+    - pandocfilters==1.5.0
+    - parso==0.8.3
+    - pexpect==4.8.0
+    - pickleshare==0.7.5
+    - prompt-toolkit==3.0.29
+    - psutil==5.9.0
+    - ptyprocess==0.7.0
+    - pure-eval==0.2.2
+    - pygments==2.12.0
+    - pyrsistent==0.18.1
+    - pyzmq==22.3.0
+    - qtconsole==5.3.0
+    - qtpy==2.1.0
+    - regex==2022.4.24
+    - send2trash==1.8.0
+    - soupsieve==2.3.2.post1
+    - stack-data==0.2.0
+    - terminado==0.15.0
+    - tinycss2==1.1.1
+    - traitlets==5.2.1.post0
+    - wcwidth==0.2.5
+    - webencodings==0.5.1
+    - widgetsnbextension==3.6.0
+prefix: /home/adam/miniconda3