diff --git a/env.yml b/env.yml
new file mode 100644
index 0000000..e2a2004
--- /dev/null
+++ b/env.yml
@@ -0,0 +1,162 @@
+name: ium_env
+channels:
+  - alex-marty
+  - conda-forge
+  - defaults
+dependencies:
+  - _tflow_select=2.3.0=eigen
+  - absl-py=0.12.0=pyhd8ed1ab_0
+  - aiohttp=3.7.4=py38h294d835_0
+  - alembic=1.4.1=py_0
+  - appdirs=1.4.4=pyh9f0ad1d_0
+  - asn1crypto=1.4.0=pyh9f0ad1d_0
+  - astor=0.8.1=pyh9f0ad1d_0
+  - astunparse=1.6.3=pyhd8ed1ab_0
+  - async-timeout=3.0.1=py_1000
+  - attrs=21.2.0=pyhd8ed1ab_0
+  - blas=1.0=mkl
+  - blinker=1.4=py_1
+  - brotlipy=0.7.0=py38h294d835_1001
+  - ca-certificates=2020.12.5=h5b45459_0
+  - cachetools=4.2.2=pyhd8ed1ab_0
+  - certifi=2020.12.5=py38haa244fe_1
+  - cffi=1.14.5=py38hd8c33c5_0
+  - chardet=4.0.0=py38haa244fe_1
+  - click=8.0.1=py38haa244fe_0
+  - cloudpickle=1.6.0=py_0
+  - colorama=0.4.4=pyh9f0ad1d_0
+  - configparser=5.0.2=pyhd8ed1ab_0
+  - cryptography=3.4.7=py38hd7da0ea_0
+  - cycler=0.10.0=py_2
+  - databricks-cli=0.9.1=py_0
+  - dataclasses=0.8=pyhc8e2a94_1
+  - docker-py=5.0.0=py38haa244fe_0
+  - docker-pycreds=0.4.0=py_0
+  - docopt=0.6.2=py_1
+  - entrypoints=0.3=pyhd8ed1ab_1003
+  - flask=2.0.1=pyhd8ed1ab_0
+  - freetype=2.10.4=hd328e21_0
+  - gast=0.4.0=pyh9f0ad1d_0
+  - gitdb=4.0.7=pyhd8ed1ab_0
+  - gitpython=3.1.17=pyhd8ed1ab_0
+  - google-pasta=0.2.0=pyh8c360ce_0
+  - hdf5=1.10.6=nompi_h5268f04_1114
+  - icu=58.2=ha925a31_3
+  - idna=2.10=pyh9f0ad1d_0
+  - importlib-metadata=4.3.1=py38haa244fe_0
+  - importlib_metadata=4.3.1=hd8ed1ab_0
+  - intel-openmp=2021.2.0=haa95532_616
+  - itsdangerous=2.0.1=pyhd8ed1ab_0
+  - jinja2=3.0.1=pyhd8ed1ab_0
+  - joblib=1.0.1=pyhd8ed1ab_0
+  - jpeg=9b=hb83a4c4_2
+  - jsonpickle=2.0.0=pyhd8ed1ab_0
+  - keras-applications=1.0.8=py_1
+  - keras-preprocessing=1.1.2=pyhd8ed1ab_0
+  - kiwisolver=1.3.1=py38hbd9d945_1
+  - krb5=1.19.1=hbae68bd_0
+  - libblas=3.9.0=1_h8933c1f_netlib
+  - libcblas=3.9.0=5_hd5c7e75_netlib
+  - libcurl=7.77.0=h789b8ee_0
+  - liblapack=3.9.0=5_hd5c7e75_netlib
+  - libpng=1.6.37=h2a8f88b_0
+  - libprotobuf=3.17.1=h7755175_0
+  - libssh2=1.9.0=h680486a_6
+  - libtiff=4.2.0=hd0e1b90_0
+  - lz4-c=1.9.3=h2bbff1b_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
+  - markdown=3.3.4=pyhd8ed1ab_0
+  - markupsafe=2.0.1=py38h294d835_0
+  - matplotlib=3.2.2=1
+  - matplotlib-base=3.2.2=py38hbe5506b_1
+  - mkl=2021.2.0=haa95532_296
+  - mlflow=1.17.0=py38hdedce57_1
+  - msys2-conda-epoch=20160418=1
+  - multidict=5.1.0=py38h294d835_1
+  - munch=2.5.0=py_0
+  - olefile=0.46=py_0
+  - openssl=1.1.1k=h8ffe710_0
+  - opt_einsum=3.3.0=pyhd8ed1ab_1
+  - packaging=20.9=pyh44b312d_0
+  - pandas=1.2.4=py38h60cbd38_0
+  - 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=py38h885f38d_0
+  - py-cpuinfo=8.0.0=pyhd8ed1ab_0
+  - pyasn1=0.4.8=py_0
+  - pycparser=2.20=pyh9f0ad1d_2
+  - pyjwt=2.1.0=pyhd8ed1ab_0
+  - pyopenssl=20.0.1=pyhd8ed1ab_0
+  - pyparsing=2.4.7=pyhd3eb1b0_0
+  - pyqt=5.9.2=py38ha925a31_4
+  - pyreadline=2.1=py38haa244fe_1003
+  - pysocks=1.7.1=py38haa244fe_3
+  - python=3.8.10=hdbf39b2_7
+  - python-dateutil=2.8.1=pyhd3eb1b0_0
+  - python-editor=1.0.4=py_0
+  - python_abi=3.8=1_cp38
+  - pytz=2021.1=pyhd3eb1b0_0
+  - pywin32=227=py38h294d835_1
+  - pyyaml=5.4.1=py38h294d835_0
+  - qt=5.9.7=vc14h73c81de_0
+  - querystring_parser=1.2.4=py_0
+  - requests=2.25.1=pyhd3deb0d_0
+  - requests-oauthlib=1.3.0=pyh9f0ad1d_0
+  - rsa=4.7.2=pyh44b312d_0
+  - sacred=0.7.4=py_0
+  - scikit-learn=0.24.2=py38h5d5d464_0
+  - scipy=1.6.3=py38he847743_0
+  - setuptools=49.6.0=py38haa244fe_3
+  - sip=4.19.13=py38ha925a31_0
+  - six=1.16.0=pyh6c4a22f_0
+  - smmap=3.0.5=pyh44b312d_0
+  - sqlalchemy=1.3.23=py38h294d835_0
+  - sqlite=3.35.4=h2bbff1b_0
+  - sqlparse=0.4.1=pyh9f0ad1d_0
+  - tabulate=0.8.9=pyhd8ed1ab_0
+  - tensorboard-plugin-wit=1.8.0=pyh44b312d_0
+  - tensorflow-base=2.3.0=eigen_py38h75a453f_0
+  - threadpoolctl=2.1.0=pyh5ca1d4c_0
+  - tk=8.6.10=he774522_0
+  - tornado=6.1=py38h294d835_1
+  - typing-extensions=3.7.4.3=0
+  - typing_extensions=3.7.4.3=py_0
+  - tzdata=2020f=h52ac0ba_0
+  - urllib3=1.26.5=pyhd8ed1ab_0
+  - vc=14.2=h21ff451_1
+  - vs2015_runtime=14.27.29016=h5e58377_2
+  - waitress=2.0.0=pyhd8ed1ab_0
+  - websocket-client=0.57.0=py38haa244fe_4
+  - werkzeug=2.0.1=pyhd8ed1ab_0
+  - wheel=0.36.2=pyhd3eb1b0_0
+  - win_inet_pton=1.1.0=py38haa244fe_2
+  - wincertstore=0.2=py38haa244fe_1006
+  - wrapt=1.12.1=py38h294d835_3
+  - xz=5.2.5=h62dcd97_0
+  - yaml=0.2.5=he774522_0
+  - yarl=1.6.3=py38h294d835_1
+  - zipp=3.4.1=pyhd8ed1ab_0
+  - zlib=1.2.11=h62dcd97_4
+  - zstd=1.4.9=h19a0ad4_0
+  - pip:
+    - flatbuffers==1.12
+    - google-auth==1.30.1
+    - google-auth-oauthlib==0.4.4
+    - grpcio==1.34.1
+    - h5py==3.1.0
+    - keras-nightly==2.5.0.dev2021032900
+    - numpy==1.19.5
+    - oauthlib==3.1.0
+    - pyasn1-modules==0.2.8
+    - tensorboard==2.5.0
+    - tensorboard-data-server==0.6.1
+    - tensorflow==2.5.0
+    - tensorflow-estimator==2.5.0
+    - termcolor==1.1.0
+prefix: C:\Users\Lenovo\miniconda3\envs\ium_env
diff --git a/env_from_history.yml b/env_from_history.yml
new file mode 100644
index 0000000..a2d7997
--- /dev/null
+++ b/env_from_history.yml
@@ -0,0 +1,14 @@
+name: ium_env
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - pandas
+  - matplotlib
+  - mlflow
+  - numpy
+  - scikit-learn
+  - sacred
+  - python=3.8
+  - tensorflow
+prefix: C:\Users\Lenovo\miniconda3\envs\ium_env