diff --git a/environment.yml b/environment.yml
new file mode 100644
index 0000000..df64420
--- /dev/null
+++ b/environment.yml
@@ -0,0 +1,124 @@
+name: s444421
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=main
+  - _openmp_mutex=5.1=1_gnu
+  - alembic=1.7.7=pyhd8ed1ab_0
+  - appdirs=1.4.4=pyh9f0ad1d_0
+  - asn1crypto=1.5.1=pyhd8ed1ab_0
+  - blas=1.0=mkl
+  - bottleneck=1.3.4=py39hce1f21e_0
+  - brotlipy=0.7.0=py39hb9d737c_1004
+  - ca-certificates=2022.5.18.1=ha878542_0
+  - certifi=2022.5.18.1=py39hf3d152e_0
+  - cffi=1.15.0=py39hd667e15_1
+  - charset-normalizer=2.0.12=pyhd8ed1ab_0
+  - click=8.1.3=py39hf3d152e_0
+  - cloudpickle=2.1.0=pyhd8ed1ab_0
+  - configparser=5.2.0=pyhd8ed1ab_0
+  - cryptography=37.0.2=py39hd97740a_0
+  - cycler=0.11.0=pyhd8ed1ab_0
+  - databricks-cli=0.12.1=pyhd8ed1ab_0
+  - docker-py=5.0.3=py39hf3d152e_2
+  - docker-pycreds=0.4.0=py_0
+  - entrypoints=0.4=pyhd8ed1ab_0
+  - flask=2.1.2=pyhd8ed1ab_1
+  - freetype=2.10.4=h0708190_1
+  - future=0.18.2=py39hf3d152e_5
+  - gitdb=4.0.9=pyhd8ed1ab_0
+  - gitpython=3.1.27=pyhd8ed1ab_0
+  - greenlet=1.1.2=py39h5a03fae_2
+  - gunicorn=20.1.0=py39hf3d152e_2
+  - idna=3.3=pyhd8ed1ab_0
+  - importlib-metadata=4.11.3=py39hf3d152e_1
+  - importlib_resources=5.7.1=pyhd8ed1ab_1
+  - intel-openmp=2021.4.0=h06a4308_3561
+  - itsdangerous=2.1.2=pyhd8ed1ab_0
+  - jinja2=3.1.2=pyhd8ed1ab_0
+  - joblib=1.1.0=pyhd8ed1ab_0
+  - jpeg=9e=h166bdaf_1
+  - kiwisolver=1.4.2=py39hf939315_1
+  - lcms2=2.12=hddcbb42_0
+  - ld_impl_linux-64=2.38=h1181459_1
+  - libblas=3.9.0=12_linux64_mkl
+  - libcblas=3.9.0=12_linux64_mkl
+  - libffi=3.3=he6710b0_2
+  - libgcc-ng=11.2.0=h1234567_0
+  - libgfortran-ng=12.1.0=h69a702a_16
+  - libgfortran5=12.1.0=hdcd56e2_16
+  - libgomp=11.2.0=h1234567_0
+  - liblapack=3.9.0=12_linux64_mkl
+  - libpng=1.6.37=h21135ba_2
+  - libprotobuf=3.19.1=h4ff587b_0
+  - libstdcxx-ng=11.2.0=h1234567_0
+  - libtiff=4.2.0=h85742a9_0
+  - libwebp-base=1.2.2=h7f98852_1
+  - lz4-c=1.9.3=h9c3ff4c_1
+  - mako=1.2.0=pyhd8ed1ab_1
+  - markupsafe=2.1.1=py39hb9d737c_1
+  - matplotlib-base=3.4.3=py39h2fa2bec_2
+  - mkl=2021.4.0=h06a4308_640
+  - mkl-service=2.4.0=py39h7f8727e_0
+  - mkl_fft=1.3.1=py39hd3c417c_0
+  - mkl_random=1.2.2=py39h51133e4_0
+  - mlflow=1.26.0=py39ha39b057_0
+  - ncurses=6.3=h7f8727e_2
+  - ninja=1.11.0=h924138e_0
+  - numexpr=2.8.1=py39h6abb31d_0
+  - numpy=1.22.3=py39he7a7128_0
+  - numpy-base=1.22.3=py39hf524024_0
+  - olefile=0.46=pyh9f0ad1d_1
+  - openssl=1.1.1o=h166bdaf_0
+  - packaging=21.3=pyhd3eb1b0_0
+  - pandas=1.4.2=py39h295c915_0
+  - patsy=0.5.2=pyhd8ed1ab_0
+  - pillow=7.2.0=py39h6f3857e_2
+  - pip=21.2.4=py39h06a4308_0
+  - prometheus_client=0.14.1=pyhd8ed1ab_0
+  - prometheus_flask_exporter=0.20.1=pyhd8ed1ab_0
+  - protobuf=3.19.1=py39h295c915_0
+  - pycparser=2.21=pyhd8ed1ab_0
+  - pyopenssl=22.0.0=pyhd8ed1ab_0
+  - pyparsing=3.0.4=pyhd3eb1b0_0
+  - pysocks=1.7.1=py39hf3d152e_5
+  - python=3.9.12=h12debd9_0
+  - python-dateutil=2.8.2=pyhd3eb1b0_0
+  - python_abi=3.9=2_cp39
+  - pytorch=1.10.0=cpu_py39hc70245e_1
+  - pytz=2021.3=pyhd3eb1b0_0
+  - pyyaml=6.0=py39hb9d737c_4
+  - querystring_parser=1.2.4=py_0
+  - readline=8.1.2=h7f8727e_1
+  - requests=2.27.1=pyhd8ed1ab_0
+  - scikit-learn=1.1.1=py39h4037b75_0
+  - scipy=1.8.0=py39hee8e79c_1
+  - seaborn=0.11.2=hd8ed1ab_0
+  - seaborn-base=0.11.2=pyhd8ed1ab_0
+  - setuptools=61.2.0=py39h06a4308_0
+  - six=1.16.0=pyhd3eb1b0_1
+  - sleef=3.5.1=h9b69904_2
+  - smmap=3.0.5=pyh44b312d_0
+  - sqlalchemy=1.4.36=py39hb9d737c_0
+  - sqlite=3.38.3=hc218d9a_0
+  - sqlparse=0.4.2=pyhd8ed1ab_0
+  - statsmodels=0.13.2=py39hce5d2b2_0
+  - tabulate=0.8.9=pyhd8ed1ab_0
+  - tenacity=8.0.1=pyhd8ed1ab_0
+  - threadpoolctl=3.1.0=pyh8a188c0_0
+  - tk=8.6.11=h1ccaba5_1
+  - tornado=6.1=py39hb9d737c_3
+  - typing_extensions=4.2.0=pyha770c72_1
+  - tzdata=2022a=hda174b7_0
+  - urllib3=1.26.9=pyhd8ed1ab_0
+  - websocket-client=1.3.2=pyhd8ed1ab_0
+  - werkzeug=2.1.2=pyhd8ed1ab_1
+  - wheel=0.37.1=pyhd3eb1b0_0
+  - xz=5.2.5=h7f8727e_1
+  - yaml=0.2.5=h7f98852_2
+  - zipp=3.8.0=pyhd8ed1ab_0
+  - zlib=1.2.12=h7f8727e_2
+  - zstd=1.4.9=ha95c52a_0
+prefix: /home/agata/anaconda3/envs/s444421
+