diff --git a/environment.yml b/environment.yml
new file mode 100644
index 0000000..60e702f
--- /dev/null
+++ b/environment.yml
@@ -0,0 +1,187 @@
+name: ium_s426206
+channels:
+  - anaconda
+  - conda-forge
+  - pytorch
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=main
+  - _tflow_select=2.3.0=mkl
+  - abseil-cpp=20200923.3=h2531618_0
+  - absl-py=0.12.0=py38h06a4308_0
+  - aiohttp=3.7.4=py38h27cfd23_1
+  - alembic=1.6.4=pyhd3eb1b0_0
+  - appdirs=1.4.4=py_0
+  - asn1crypto=1.4.0=py_0
+  - astor=0.8.1=py38h06a4308_0
+  - astunparse=1.6.3=py_0
+  - async-timeout=3.0.1=py38h06a4308_0
+  - attrs=21.2.0=pyhd3eb1b0_0
+  - blas=1.0=mkl
+  - blinker=1.4=py38h06a4308_0
+  - bzip2=1.0.8=h7b6447c_0
+  - c-ares=1.17.1=h27cfd23_0
+  - ca-certificates=2021.4.13=h06a4308_1
+  - cached-property=1.5.2=py_0
+  - cachetools=4.2.2=pyhd3eb1b0_0
+  - certifi=2020.12.5=py38h06a4308_0
+  - cffi=1.14.5=py38h261ae71_0
+  - chardet=3.0.4=py38h06a4308_1003
+  - click=8.0.1=pyhd3eb1b0_0
+  - cloudpickle=1.6.0=py_0
+  - configparser=5.0.2=pyhd3eb1b0_0
+  - coverage=5.5=py38h27cfd23_2
+  - cpuonly=1.0=0
+  - cryptography=3.4.7=py38hd23ed53_0
+  - cython=0.29.23=py38h2531618_0
+  - databricks-cli=0.9.1=py_0
+  - docker-py=4.4.1=py38h06a4308_5
+  - docker-pycreds=0.4.0=py_0
+  - entrypoints=0.3=py38_0
+  - expat=2.4.1=h2531618_2
+  - ffmpeg=4.2.2=h20bf706_0
+  - flask=1.1.2=pyhd3eb1b0_0
+  - flatbuffers=2.0.0=h2531618_0
+  - freetype=2.10.4=h5ab3b9f_0
+  - gast=0.4.0=py_0
+  - giflib=5.2.1=h7b6447c_0
+  - git=2.23.0=pl526hacde149_0
+  - gitdb=4.0.7=pyhd3eb1b0_0
+  - gitpython=3.1.17=pyhd8ed1ab_0
+  - gmp=6.2.1=h2531618_2
+  - gnutls=3.6.15=he1e5248_0
+  - google-auth=1.30.1=pyhd3eb1b0_0
+  - google-auth-oauthlib=0.4.1=py_2
+  - google-pasta=0.2.0=py_0
+  - gorilla=0.4.0=pyhd8ed1ab_0
+  - greenlet=1.1.0=py38h2531618_0
+  - grpcio=1.36.1=py38h2157cd5_1
+  - gunicorn=20.1.0=py38h06a4308_0
+  - h5py=3.2.1=py38h6c542dc_0
+  - hdf5=1.10.6=hb1b8bf9_0
+  - icu=68.1=h2531618_0
+  - idna=2.10=pyhd3eb1b0_0
+  - importlib-metadata=3.10.0=py38h06a4308_0
+  - intel-openmp=2021.2.0=h06a4308_610
+  - itsdangerous=2.0.1=pyhd3eb1b0_0
+  - jinja2=3.0.0=pyhd3eb1b0_0
+  - joblib=1.0.1=pyhd3eb1b0_0
+  - jpeg=9b=h024ee3a_2
+  - kaggle=1.5.12=py38h578d9bd_0
+  - keras-preprocessing=1.1.2=pyhd3eb1b0_0
+  - krb5=1.18.2=h173b8e3_0
+  - lame=3.100=h7b6447c_0
+  - lcms2=2.12=h3be6417_0
+  - ld_impl_linux-64=2.33.1=h53a641e_7
+  - libcurl=7.71.1=h20c2e04_1
+  - libedit=3.1.20210216=h27cfd23_1
+  - libffi=3.3=he6710b0_2
+  - libgcc-ng=9.1.0=hdf63c60_0
+  - libgfortran-ng=7.3.0=hdf63c60_0
+  - libidn2=2.3.1=h27cfd23_0
+  - libopus=1.3.1=h7b6447c_0
+  - libpng=1.6.37=hbc83047_0
+  - libprotobuf=3.14.0=h8c45485_0
+  - libssh2=1.9.0=h1ba5d50_1
+  - libstdcxx-ng=9.1.0=hdf63c60_0
+  - libtasn1=4.16.0=h27cfd23_0
+  - libtiff=4.2.0=h85742a9_0
+  - libunistring=0.9.10=h27cfd23_0
+  - libuv=1.40.0=h7b6447c_0
+  - libvpx=1.7.0=h439df22_0
+  - libwebp-base=1.2.0=h27cfd23_0
+  - lz4-c=1.9.3=h2531618_0
+  - mako=1.1.4=pyhd3eb1b0_0
+  - markdown=3.3.4=py38h06a4308_0
+  - markupsafe=2.0.1=py38h27cfd23_0
+  - mkl=2021.2.0=h06a4308_296
+  - mkl-service=2.3.0=py38h27cfd23_1
+  - mkl_fft=1.3.0=py38h42c9631_2
+  - mkl_random=1.2.1=py38ha9443f7_2
+  - mlflow=1.2.0=py_1
+  - multidict=5.1.0=py38h27cfd23_2
+  - ncurses=6.2=he6710b0_1
+  - nettle=3.7.2=hbbd107a_1
+  - ninja=1.10.2=hff7bd54_1
+  - numpy=1.20.2=py38h2d18471_0
+  - numpy-base=1.20.2=py38hfae3a4d_0
+  - oauthlib=3.1.0=py_0
+  - olefile=0.46=py_0
+  - openh264=2.1.0=hd408876_0
+  - openssl=1.1.1k=h27cfd23_0
+  - opt_einsum=3.3.0=pyhd3eb1b0_1
+  - packaging=20.9=pyhd3eb1b0_0
+  - pandas=1.2.4=py38h2531618_0
+  - pcre=8.44=he6710b0_0
+  - perl=5.26.2=h14c3975_0
+  - pillow=8.2.0=py38he98fc37_0
+  - pip=21.1.1=py38h06a4308_0
+  - protobuf=3.14.0=py38h2531618_1
+  - pyasn1=0.4.8=py_0
+  - pyasn1-modules=0.2.8=py_0
+  - pycparser=2.20=py_2
+  - pyjwt=1.7.1=py38_0
+  - pymongo=3.11.0=py38he6710b0_0
+  - pyopenssl=20.0.1=pyhd3eb1b0_1
+  - pyparsing=2.4.7=pyhd3eb1b0_0
+  - pysocks=1.7.1=py38h06a4308_0
+  - python=3.8.10=hdb3f193_7
+  - python-dateutil=2.8.1=pyhd3eb1b0_0
+  - python-editor=1.0.4=py_0
+  - python-flatbuffers=1.12=pyhd3eb1b0_0
+  - python-slugify=5.0.2=pyhd3eb1b0_0
+  - python_abi=3.8=1_cp38
+  - pytorch=1.8.1=py3.8_cpu_0
+  - pytz=2021.1=pyhd3eb1b0_0
+  - pyyaml=5.4.1=py38h27cfd23_1
+  - querystring_parser=1.2.4=py_0
+  - readline=8.1=h27cfd23_0
+  - requests=2.25.1=pyhd3eb1b0_0
+  - requests-oauthlib=1.3.0=py_0
+  - rsa=4.7.2=pyhd3eb1b0_1
+  - scikit-learn=0.23.2=py38h0573a6f_0
+  - scipy=1.6.2=py38had2a1c9_1
+  - setuptools=52.0.0=py38h06a4308_0
+  - simplejson=3.17.2=py38h27cfd23_2
+  - six=1.15.0=py38h06a4308_0
+  - smmap=4.0.0=pyhd3eb1b0_0
+  - snappy=1.1.8=he6710b0_0
+  - sqlalchemy=1.4.15=py38h27cfd23_0
+  - sqlite=3.35.4=hdfb4753_0
+  - sqlparse=0.4.1=py_0
+  - tabulate=0.8.9=py38h06a4308_0
+  - tensorboard=2.5.0=py_0
+  - tensorboard-plugin-wit=1.6.0=py_0
+  - tensorflow=2.5.0=eigen_py38h94feaef_0
+  - tensorflow-base=2.5.0=eigen_py38h2b86b3d_0
+  - tensorflow-estimator=2.5.0=pyh7b7c402_0
+  - termcolor=1.1.0=py38h06a4308_1
+  - text-unidecode=1.3=py_0
+  - threadpoolctl=2.1.0=pyh5ca1d4c_0
+  - tk=8.6.10=hbc83047_0
+  - torchaudio=0.8.1=py38
+  - torchvision=0.9.1=py38_cpu
+  - tqdm=4.59.0=pyhd3eb1b0_1
+  - typing-extensions=3.7.4.3=hd3eb1b0_0
+  - typing_extensions=3.7.4.3=pyh06a4308_0
+  - unidecode=1.2.0=pyhd3eb1b0_0
+  - urllib3=1.24.3=py38_0
+  - websocket-client=0.58.0=py38h06a4308_4
+  - werkzeug=1.0.1=pyhd3eb1b0_0
+  - wheel=0.35.1=pyhd3eb1b0_0
+  - wrapt=1.12.1=py38h7b6447c_1
+  - x264=1!157.20191217=h7b6447c_0
+  - xz=5.2.5=h7b6447c_0
+  - yaml=0.2.5=h7b6447c_0
+  - yarl=1.6.3=py38h27cfd23_0
+  - zipp=3.4.1=pyhd3eb1b0_0
+  - zlib=1.2.11=h7b6447c_3
+  - zstd=1.4.9=haebb681_0
+  - pip:
+    - colorama==0.4.4
+    - docopt==0.6.2
+    - jsonpickle==1.5.2
+    - munch==2.5.0
+    - py-cpuinfo==8.0.0
+    - sacred==0.8.2
+prefix: /home/jan/miniconda3/envs/ium_s426206