diff --git a/ium_env.yml b/ium_env.yml
new file mode 100644
index 0000000..6a1cee3
--- /dev/null
+++ b/ium_env.yml
@@ -0,0 +1,184 @@
+name: ium_env
+channels:
+  - alex-marty
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=conda_forge
+  - _openmp_mutex=4.5=1_gnu
+  - absl-py=0.12.0=pyhd8ed1ab_0
+  - alembic=0.9.5=py36_0
+  - appdirs=1.4.4=pyh9f0ad1d_0
+  - asn1crypto=1.4.0=pyh9f0ad1d_0
+  - astor=0.8.1=pyh9f0ad1d_0
+  - brotlipy=0.7.0=py36h8f6f2f9_1001
+  - c-ares=1.17.1=h7f98852_1
+  - ca-certificates=2020.12.5=ha878542_0
+  - cached-property=1.5.2=hd8ed1ab_1
+  - cached_property=1.5.2=pyha770c72_1
+  - certifi=2020.12.5=py36h5fab9bb_1
+  - cffi=1.14.5=py36hc120d54_0
+  - chardet=4.0.0=py36h5fab9bb_1
+  - click=8.0.1=py36h5fab9bb_0
+  - cloudpickle=1.6.0=py_0
+  - configparser=5.0.2=pyhd8ed1ab_0
+  - cryptography=3.4.7=py36hb60f036_0
+  - curl=7.77.0=hea6ffbf_0
+  - cycler=0.10.0=py_2
+  - databricks-cli=0.9.1=py_0
+  - dataclasses=0.8=pyh787bdff_0
+  - dbus=1.13.6=h48d8840_2
+  - docker-py=5.0.0=py36h5fab9bb_0
+  - docker-pycreds=0.4.0=py_0
+  - docopt=0.6.2=py_1
+  - entrypoints=0.3=pyhd8ed1ab_1003
+  - expat=2.4.1=h9c3ff4c_0
+  - flask=2.0.1=pyhd8ed1ab_0
+  - fontconfig=2.13.1=hba837de_1005
+  - freetype=2.10.4=h0708190_1
+  - gast=0.4.0=pyh9f0ad1d_0
+  - gettext=0.19.8.1=h0b5b191_1005
+  - git=2.30.2=pl5320h24fefe6_1
+  - gitdb=4.0.7=pyhd8ed1ab_0
+  - gitpython=3.1.17=pyhd8ed1ab_0
+  - glib=2.68.2=h9c3ff4c_1
+  - glib-tools=2.68.2=h9c3ff4c_1
+  - google-pasta=0.2.0=pyh8c360ce_0
+  - greenlet=1.1.0=py36hc4f0c31_0
+  - grpcio=1.38.0=py36h8e87921_0
+  - gst-plugins-base=1.14.0=hbbd80ab_1
+  - gstreamer=1.14.0=h28cd5cc_2
+  - gunicorn=20.1.0=py36h5fab9bb_0
+  - h5py=3.1.0=nompi_py36hc1bc4f5_100
+  - hdf5=1.10.6=nompi_h6a2412b_1114
+  - icu=58.2=hf484d3e_1000
+  - idna=2.10=pyh9f0ad1d_0
+  - importlib-metadata=4.3.1=py36h5fab9bb_0
+  - importlib_metadata=4.3.1=hd8ed1ab_0
+  - itsdangerous=2.0.1=pyhd8ed1ab_0
+  - jbig=2.1=h7f98852_2003
+  - jinja2=3.0.1=pyhd8ed1ab_0
+  - joblib=1.0.1=pyhd8ed1ab_0
+  - jpeg=9d=h36c2ea0_0
+  - jsonpickle=2.0.0=pyhd8ed1ab_0
+  - kaggle=1.5.12=py36h5fab9bb_0
+  - keras=2.3.1=py36_0
+  - keras-applications=1.0.8=py_1
+  - keras-preprocessing=1.1.2=pyhd8ed1ab_0
+  - kiwisolver=1.3.1=py36h605e78d_1
+  - krb5=1.19.1=hcc1bbae_0
+  - lcms2=2.12=hddcbb42_0
+  - ld_impl_linux-64=2.35.1=hea4e1c9_2
+  - lerc=2.2.1=h9c3ff4c_0
+  - libblas=3.9.0=9_openblas
+  - libcblas=3.9.0=9_openblas
+  - libcurl=7.77.0=h2574ce0_0
+  - libdeflate=1.7=h7f98852_5
+  - libedit=3.1.20191231=he28a2e2_2
+  - libev=4.33=h516909a_1
+  - libffi=3.3=h58526e2_2
+  - libgcc-ng=9.3.0=h2828fa1_19
+  - libgfortran-ng=9.3.0=hff62375_19
+  - libgfortran5=9.3.0=hff62375_19
+  - libglib=2.68.2=h3e27bee_1
+  - libgomp=9.3.0=h2828fa1_19
+  - libgpuarray=0.7.6=h7f98852_1003
+  - libiconv=1.16=h516909a_0
+  - libidn2=2.3.1=h7f98852_0
+  - liblapack=3.9.0=9_openblas
+  - libnghttp2=1.43.0=h812cca2_0
+  - libopenblas=0.3.15=pthreads_h8fe5266_1
+  - libpng=1.6.37=h21135ba_2
+  - libprotobuf=3.17.1=h780b84a_0
+  - libssh2=1.9.0=ha56f1ee_6
+  - libstdcxx-ng=9.3.0=h6de172a_19
+  - libtiff=4.3.0=hf544144_1
+  - libunistring=0.9.10=h14c3975_0
+  - libuuid=2.32.1=h7f98852_1000
+  - libwebp-base=1.2.0=h7f98852_2
+  - libxcb=1.13=h7f98852_1003
+  - libxml2=2.9.10=hb55368b_3
+  - lz4-c=1.9.3=h9c3ff4c_0
+  - mako=1.1.4=pyh44b312d_0
+  - markdown=3.3.4=pyhd8ed1ab_0
+  - markupsafe=2.0.1=py36h8f6f2f9_0
+  - matplotlib=3.3.4=py36h06a4308_0
+  - matplotlib-base=3.3.4=py36hd391965_0
+  - mlflow=1.17.0=py36h24e63a9_1
+  - munch=2.5.0=py_0
+  - ncurses=6.2=h58526e2_4
+  - numpy=1.19.5=py36h2aa4a07_1
+  - olefile=0.46=pyh9f0ad1d_1
+  - openjpeg=2.4.0=hb52868f_1
+  - openssl=1.1.1k=h7f98852_0
+  - packaging=20.9=pyh44b312d_0
+  - pandas=1.1.5=py36h284efc9_0
+  - patsy=0.5.1=py_0
+  - pcre=8.44=he1b5a44_0
+  - perl=5.32.0=h36c2ea0_0
+  - pillow=8.2.0=py36ha6010c0_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=py36hc4f0c31_0
+  - pthread-stubs=0.4=h36c2ea0_1001
+  - py-cpuinfo=8.0.0=pyhd8ed1ab_0
+  - pycparser=2.20=pyh9f0ad1d_2
+  - pygpu=0.7.6=py36h92226af_1002
+  - pymongo=3.11.0=py36hc4f0c31_4
+  - pyopenssl=20.0.1=pyhd8ed1ab_0
+  - pyparsing=2.4.7=pyh9f0ad1d_0
+  - pyqt=5.9.2=py36hcca6a23_4
+  - pysocks=1.7.1=py36h5fab9bb_3
+  - python=3.6.13=hffdb5ce_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=3.6=1_cp36m
+  - pytz=2021.1=pyhd8ed1ab_0
+  - pyyaml=5.4.1=py36h8f6f2f9_0
+  - qt=5.9.7=h5867ecd_1
+  - querystring_parser=1.2.4=py_0
+  - readline=8.1=h46c0cb4_0
+  - requests=2.25.1=pyhd3deb0d_0
+  - sacred=0.7.4=py_0
+  - scikit-learn=0.24.2=py36h2fdd933_0
+  - scipy=1.5.3=py36h9e8f40b_0
+  - seaborn=0.11.1=hd8ed1ab_1
+  - seaborn-base=0.11.1=pyhd8ed1ab_1
+  - setuptools=49.6.0=py36h5fab9bb_3
+  - sip=4.19.8=py36hf484d3e_0
+  - six=1.16.0=pyh6c4a22f_0
+  - smmap=3.0.5=pyh44b312d_0
+  - sqlalchemy=1.4.17=py36h8f6f2f9_0
+  - sqlite=3.35.5=h74cdb3f_0
+  - sqlparse=0.4.1=pyh9f0ad1d_0
+  - statsmodels=0.12.2=py36h92226af_0
+  - tabulate=0.8.9=pyhd8ed1ab_0
+  - tensorboard=1.14.0=py36_0
+  - tensorflow=1.14.0=hc3e5e64_0
+  - tensorflow-base=1.14.0=py36hc3e5e64_0
+  - tensorflow-estimator=1.14.0=py36h5ca1d4c_0
+  - termcolor=1.1.0=py_2
+  - text-unidecode=1.3=py_0
+  - theano=0.9.0=py36_1
+  - threadpoolctl=2.1.0=pyh5ca1d4c_0
+  - tk=8.6.10=h21135ba_1
+  - tornado=6.1=py36h8f6f2f9_1
+  - tqdm=4.61.0=pyhd8ed1ab_0
+  - typing_extensions=3.7.4.3=py_0
+  - unidecode=1.2.0=pyhd8ed1ab_0
+  - urllib3=1.24.3=py36_0
+  - websocket-client=0.57.0=py36h5fab9bb_4
+  - werkzeug=2.0.1=pyhd8ed1ab_0
+  - wget=1.20.1=h22169c7_0
+  - wheel=0.36.2=pyhd3deb0d_0
+  - wrapt=1.12.1=py36h8f6f2f9_3
+  - xorg-libxau=1.0.9=h7f98852_0
+  - xorg-libxdmcp=1.1.3=h7f98852_0
+  - xz=5.2.5=h516909a_1
+  - yaml=0.2.5=h516909a_0
+  - zipp=3.4.1=pyhd8ed1ab_0
+  - zlib=1.2.11=h516909a_1010
+  - zstd=1.5.0=ha95c52a_0
+prefix: /home/tomasz/anaconda3/envs/ium_env