diff --git a/environment.yml b/environment.yml
new file mode 100644
index 0000000..02db934
--- /dev/null
+++ b/environment.yml
@@ -0,0 +1,140 @@
+name: ium_env
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=conda_forge
+  - _openmp_mutex=4.5=2_kmp_llvm
+  - _tflow_select=2.3.0=mkl
+  - abseil-cpp=20211102.0=h93e1e8c_2
+  - absl-py=1.4.0=pyhd8ed1ab_0
+  - aiohttp=3.8.4=py311h459d7ec_1
+  - aiosignal=1.3.1=pyhd8ed1ab_0
+  - appdirs=1.4.4=pyhd3eb1b0_0
+  - astunparse=1.6.3=pyhd8ed1ab_0
+  - async-timeout=4.0.2=pyhd8ed1ab_0
+  - attrs=23.1.0=pyh71513ae_1
+  - blas=1.0=mkl
+  - blinker=1.6.2=pyhd8ed1ab_0
+  - bottleneck=1.3.5=py311hbed6279_0
+  - brotlipy=0.7.0=py311h5eee18b_1002
+  - bzip2=1.0.8=h7b6447c_0
+  - c-ares=1.19.1=hd590300_0
+  - ca-certificates=2023.5.7=hbcca054_0
+  - cachetools=5.3.0=pyhd8ed1ab_0
+  - certifi=2023.5.7=pyhd8ed1ab_0
+  - cffi=1.15.1=py311h5eee18b_3
+  - charset-normalizer=2.0.4=pyhd3eb1b0_0
+  - click=8.1.3=unix_pyhd8ed1ab_2
+  - cryptography=38.0.4=py311hb3c386c_0
+  - filelock=3.12.2=pyhd8ed1ab_0
+  - flatbuffers=23.5.26=h59595ed_1
+  - frozenlist=1.3.3=py311hd4cff14_0
+  - gast=0.4.0=pyh9f0ad1d_0
+  - giflib=5.2.1=h0b41bf4_3
+  - google-auth=2.21.0=pyh1a96a4e_0
+  - google-auth-oauthlib=1.0.0=pyhd8ed1ab_0
+  - google-pasta=0.2.0=pyh8c360ce_0
+  - grpc-cpp=1.48.2=h5bf31a4_0
+  - grpcio=1.48.2=py311h5bf31a4_0
+  - h5py=3.7.0=py311h021c08c_0
+  - hdf5=1.10.6=nompi_h6a2412b_1114
+  - icu=58.2=hf484d3e_1000
+  - idna=3.4=py311h06a4308_0
+  - importlib-metadata=6.7.0=pyha770c72_0
+  - intel-openmp=2023.1.0=hdb19cb5_46305
+  - jinja2=3.1.2=pyhd8ed1ab_1
+  - joblib=1.2.0=py311h06a4308_0
+  - jpeg=9e=h0b41bf4_3
+  - keras=2.12.0=py311h06a4308_0
+  - keras-preprocessing=1.1.2=pyhd3eb1b0_0
+  - keyutils=1.6.1=h166bdaf_0
+  - krb5=1.20.1=hf9c8cef_0
+  - ld_impl_linux-64=2.38=h1181459_1
+  - libabseil=20211102.0=cxx17_h48a1fff_2
+  - libblas=3.9.0=1_h86c2bf4_netlib
+  - libcblas=3.9.0=5_h92ddd45_netlib
+  - libcurl=8.1.1=h91b91d3_1
+  - libedit=3.1.20191231=he28a2e2_2
+  - libev=4.33=h516909a_1
+  - libffi=3.4.4=h6a678d5_0
+  - libgcc-ng=13.1.0=he5830b7_0
+  - libgfortran-ng=11.2.0=h00389a5_1
+  - libgfortran5=11.2.0=h1234567_1
+  - liblapack=3.9.0=5_h92ddd45_netlib
+  - libnghttp2=1.52.0=ha637b67_1
+  - libpng=1.6.39=h5eee18b_0
+  - libprotobuf=3.20.3=he621ea3_0
+  - libssh2=1.10.0=h37d81fd_2
+  - libstdcxx-ng=13.1.0=hfd8a6a1_0
+  - libuuid=1.41.5=h5eee18b_0
+  - llvm-openmp=14.0.6=h9e868ea_0
+  - markdown=3.4.3=pyhd8ed1ab_0
+  - markupsafe=2.1.1=py311h5eee18b_0
+  - mkl=2023.1.0=h6d00ec8_46342
+  - mkl-service=2.4.0=py311h5eee18b_1
+  - mkl_fft=1.3.6=py311ha02d727_1
+  - mkl_random=1.2.2=py311ha02d727_1
+  - mpmath=1.3.0=pyhd8ed1ab_0
+  - multidict=6.0.4=py311h2582759_0
+  - ncurses=6.4=h6a678d5_0
+  - networkx=3.1=pyhd8ed1ab_0
+  - ninja=1.10.2=h06a4308_5
+  - ninja-base=1.10.2=hd09550d_5
+  - numexpr=2.8.4=py311h65dcdc2_1
+  - numpy=1.23.5=py311h7d28db0_0
+  - oauthlib=3.2.2=pyhd8ed1ab_0
+  - openssl=1.1.1u=hd590300_0
+  - opt_einsum=3.3.0=pyhd8ed1ab_1
+  - packaging=23.0=py311h06a4308_0
+  - pandas=1.5.3=py311hba01205_0
+  - pip=23.1.2=py311h06a4308_0
+  - pooch=1.4.0=pyhd3eb1b0_0
+  - protobuf=3.20.3=py311hcafe171_1
+  - pyasn1=0.4.8=py_0
+  - pyasn1-modules=0.2.7=py_0
+  - pycparser=2.21=pyhd3eb1b0_0
+  - pyjwt=2.7.0=pyhd8ed1ab_0
+  - pyopenssl=23.0.0=py311h06a4308_0
+  - pysocks=1.7.1=py311h06a4308_0
+  - python=3.11.3=h7a1cb2a_0
+  - python-dateutil=2.8.2=pyhd3eb1b0_0
+  - python-flatbuffers=23.5.26=pyhd8ed1ab_0
+  - python_abi=3.11=2_cp311
+  - pytorch=2.0.1=cpu_py311h6d93b4c_0
+  - pytz=2022.7=py311h06a4308_0
+  - pyu2f=0.1.5=pyhd8ed1ab_0
+  - re2=2022.04.01=h27087fc_0
+  - readline=8.2=h5eee18b_0
+  - requests=2.29.0=py311h06a4308_0
+  - requests-oauthlib=1.3.1=pyhd8ed1ab_0
+  - rsa=4.9=pyhd8ed1ab_0
+  - scikit-learn=1.2.2=py311h6a678d5_1
+  - scipy=1.10.1=py311h08b1b3b_1
+  - setuptools=67.8.0=py311h06a4308_0
+  - six=1.16.0=pyhd3eb1b0_1
+  - snappy=1.1.10=h9fff704_0
+  - sqlite=3.41.2=h5eee18b_0
+  - sympy=1.12=pyh04b8f61_3
+  - tbb=2021.8.0=hdb19cb5_0
+  - tensorboard=2.12.1=py311h06a4308_0
+  - tensorboard-data-server=0.7.0=py311h52d8a92_0
+  - tensorboard-plugin-wit=1.8.1=pyhd8ed1ab_0
+  - tensorflow=2.12.0=mkl_py311h34a0fa1_0
+  - tensorflow-base=2.12.0=mkl_py311he5f8e37_0
+  - tensorflow-estimator=2.12.0=py311h06a4308_0
+  - termcolor=2.3.0=pyhd8ed1ab_0
+  - threadpoolctl=2.2.0=pyh0d69192_0
+  - tk=8.6.12=h1ccaba5_0
+  - typing-extensions=4.6.3=hd8ed1ab_0
+  - typing_extensions=4.6.3=pyha770c72_0
+  - tzdata=2023c=h04d1e81_0
+  - urllib3=1.26.16=py311h06a4308_0
+  - werkzeug=2.3.6=pyhd8ed1ab_0
+  - wheel=0.38.4=py311h06a4308_0
+  - wrapt=1.15.0=py311h2582759_0
+  - xz=5.4.2=h5eee18b_0
+  - yarl=1.9.2=py311h459d7ec_0
+  - zipp=3.15.0=pyhd8ed1ab_0
+  - zlib=1.2.13=h5eee18b_0
+prefix: /home/gedin/miniconda3/envs/ium_env