diff --git a/environment.yml b/environment.yml
new file mode 100644
index 0000000..4f74763
--- /dev/null
+++ b/environment.yml
@@ -0,0 +1,146 @@
+name: s434732
+channels:
+  - pytorch
+  - eshard
+  - conda-forge
+  - defaults
+dependencies:
+  - alembic=1.4.1=py_0
+  - appdirs=1.4.4=pyh9f0ad1d_0
+  - asn1crypto=1.4.0=pyh9f0ad1d_0
+  - blas=1.0=mkl
+  - ca-certificates=2020.12.5=h5b45459_0
+  - cached-property=1.5.2=hd8ed1ab_1
+  - cached_property=1.5.2=pyha770c72_1
+  - certifi=2020.12.5=py39hcbf5309_1
+  - cffi=1.14.5=py39h0878f49_0
+  - chardet=4.0.0=py39hcbf5309_1
+  - click=8.0.1=py39hcbf5309_0
+  - cloudpickle=1.6.0=py_0
+  - colorama=0.4.4=pyh9f0ad1d_0
+  - configparser=5.0.2=pyhd8ed1ab_0
+  - cryptography=3.4.7=py39hd8d06c1_0
+  - cudatoolkit=11.1.1=heb2d755_7
+  - curl=7.76.1=h789b8ee_2
+  - cycler=0.10.0=py_2
+  - databricks-cli=0.9.1=py_0
+  - dataclasses=0.8=pyhc8e2a94_1
+  - docker-py=5.0.0=py39hcbf5309_0
+  - docker-pycreds=0.4.0=py_0
+  - entrypoints=0.3=pyhd8ed1ab_1003
+  - estraces=1.6.4=py_0
+  - flask=2.0.1=pyhd8ed1ab_0
+  - freetype=2.10.4=h546665d_1
+  - gitdb=4.0.7=pyhd8ed1ab_0
+  - gitpython=3.1.17=pyhd8ed1ab_0
+  - greenlet=1.1.0=py39h415ef7b_0
+  - h5py=3.2.1=nompi_py39hf27771d_100
+  - hdf5=1.10.6=nompi_h5268f04_1114
+  - icu=68.1=h0e60522_0
+  - idna=2.10=pyh9f0ad1d_0
+  - intel-openmp=2021.2.0=h57928b3_616
+  - itsdangerous=2.0.1=pyhd8ed1ab_0
+  - jbig=2.1=h8d14728_2003
+  - jinja2=3.0.1=pyhd8ed1ab_0
+  - joblib=1.0.1=pyhd8ed1ab_0
+  - jpeg=9d=h8ffe710_0
+  - kaggle=1.5.12=py39hcbf5309_0
+  - kiwisolver=1.3.1=py39h2e07f2f_1
+  - krb5=1.19.1=hbae68bd_0
+  - lcms2=2.12=h2a16943_0
+  - lerc=2.2.1=h0e60522_0
+  - libblas=3.9.0=8_mkl
+  - libcblas=3.9.0=8_mkl
+  - libclang=11.1.0=default_h5c34c98_1
+  - libcurl=7.76.1=h789b8ee_2
+  - libdeflate=1.7=h8ffe710_5
+  - liblapack=3.9.0=8_mkl
+  - libpng=1.6.37=h1d00b33_2
+  - libprotobuf=3.17.1=h7755175_0
+  - libssh2=1.9.0=h680486a_6
+  - libtiff=4.3.0=h0c97f57_1
+  - libuv=1.41.0=h8ffe710_0
+  - llvmlite=0.36.0=py39ha0cd8c8_0
+  - lz4-c=1.9.3=h8ffe710_0
+  - m2w64-gcc-libgfortran=5.3.0=6
+  - m2w64-gcc-libs=5.3.0=7
+  - m2w64-gcc-libs-core=5.3.0=7
+  - m2w64-gmp=6.1.0=2
+  - m2w64-libwinpthread-git=5.0.0.4634.697f757=2
+  - mako=1.1.4=pyh44b312d_0
+  - markupsafe=2.0.1=py39hb82d6ee_0
+  - matplotlib=3.4.2=py39hcbf5309_0
+  - matplotlib-base=3.4.2=py39h581301d_0
+  - mkl=2020.4=hb70f87d_311
+  - mlflow=1.17.0=py39h54a35c1_1
+  - msys2-conda-epoch=20160418=1
+  - ninja=1.10.2=h5362a0b_0
+  - numba=0.53.1=py39h69f9ab1_0
+  - numpy=1.20.3=py39h6635163_1
+  - olefile=0.46=pyh9f0ad1d_1
+  - openjpeg=2.4.0=hb211442_1
+  - openssl=1.1.1k=h8ffe710_0
+  - packaging=20.9=pyh44b312d_0
+  - pandas=1.2.4=py39h2e25243_0
+  - pillow=8.2.0=py39h1a9d4f7_1
+  - pip=21.1.2=pyhd8ed1ab_0
+  - prometheus_client=0.10.1=pyhd8ed1ab_0
+  - prometheus_flask_exporter=0.18.2=pyhd8ed1ab_0
+  - protobuf=3.17.1=py39h415ef7b_0
+  - psutil=5.8.0=py39hb82d6ee_1
+  - pycparser=2.20=pyh9f0ad1d_2
+  - pymongo=3.11.0=py39h415ef7b_4
+  - pyopenssl=20.0.1=pyhd8ed1ab_0
+  - pyparsing=2.4.7=pyh9f0ad1d_0
+  - pyqt=5.12.3=py39hcbf5309_7
+  - pyqt-impl=5.12.3=py39h415ef7b_7
+  - pyqt5-sip=4.19.18=py39h415ef7b_7
+  - pyqtchart=5.12=py39h415ef7b_7
+  - pyqtwebengine=5.12.1=py39h415ef7b_7
+  - pyreadline=2.1=py39hcbf5309_1003
+  - pysocks=1.7.1=py39hcbf5309_3
+  - python=3.9.4=h7840368_0_cpython
+  - python-dateutil=2.8.1=py_0
+  - python-editor=1.0.4=py_0
+  - python-slugify=5.0.2=pyhd8ed1ab_0
+  - python_abi=3.9=1_cp39
+  - pytorch=1.8.1=py3.9_cuda11.1_cudnn8_0
+  - pytz=2021.1=pyhd8ed1ab_0
+  - pywin32=227=py39hb82d6ee_1
+  - pyyaml=5.4.1=py39hb82d6ee_0
+  - qt=5.12.9=h5909a2a_4
+  - querystring_parser=1.2.4=py_0
+  - requests=2.25.1=pyhd3deb0d_0
+  - scared=0.7.8=py_0
+  - scikit-learn=0.24.2=py39he931e04_0
+  - scipy=1.6.3=py39hc0c34ad_0
+  - setuptools=49.6.0=py39hcbf5309_3
+  - six=1.16.0=pyh6c4a22f_0
+  - smmap=3.0.5=pyh44b312d_0
+  - sqlalchemy=1.4.15=py39hb82d6ee_0
+  - sqlite=3.35.5=h8ffe710_0
+  - sqlparse=0.4.1=pyh9f0ad1d_0
+  - tabulate=0.8.9=pyhd8ed1ab_0
+  - text-unidecode=1.3=py_0
+  - threadpoolctl=2.1.0=pyh5ca1d4c_0
+  - tk=8.6.10=h8ffe710_1
+  - tornado=6.1=py39hb82d6ee_1
+  - tqdm=4.61.0=pyhd8ed1ab_0
+  - trsfile=0.3.0=pyh39e3cac_0
+  - typing_extensions=3.7.4.3=py_0
+  - tzdata=2021a=he74cb21_0
+  - unidecode=1.2.0=pyhd8ed1ab_0
+  - urllib3=1.24.3=py_1
+  - vc=14.2=hb210afc_4
+  - vs2015_runtime=14.28.29325=h5e1d092_4
+  - waitress=2.0.0=pyhd8ed1ab_0
+  - websocket-client=0.57.0=py39hcbf5309_4
+  - werkzeug=2.0.1=pyhd8ed1ab_0
+  - wheel=0.36.2=pyhd3deb0d_0
+  - win_inet_pton=1.1.0=py39hcbf5309_2
+  - wincertstore=0.2=py39hcbf5309_1006
+  - xz=5.2.5=h62dcd97_1
+  - yaml=0.2.5=he774522_0
+  - zlib=1.2.11=h62dcd97_1010
+  - zstd=1.5.0=h6255e5f_0
+prefix: C:\Users\micha\anaconda3\envs\s434732