diff --git a/environment.yml b/environment.yml
index ab7a6b9..391cd14 100644
--- a/environment.yml
+++ b/environment.yml
@@ -1,12 +1,151 @@
 name: ium
 channels:
+  - conda-forge
   - defaults
 dependencies:
-  - pandas
-  - torch
-  - scikit-learn
-  - tensorflow
-  - keras
-  - sacred
-  - pymongo
-  - pickle5
+  - abseil-cpp=20211102.0=hd77b12b_0
+  - alembic=1.8.1=py310haa95532_0
+  - appdirs=1.4.4=pyhd3eb1b0_0
+  - arrow-cpp=11.0.0=py310h7cee713_0
+  - asn1crypto=1.5.1=py310haa95532_0
+  - aws-c-common=0.4.57=ha925a31_1
+  - aws-c-event-stream=0.1.6=hd77b12b_5
+  - aws-checksums=0.1.9=ha925a31_0
+  - aws-sdk-cpp=1.8.185=hd77b12b_0
+  - blas=1.0=mkl
+  - blinker=1.4=py310haa95532_0
+  - boost-cpp=1.73.0=h2bbff1b_12
+  - bottleneck=1.3.5=py310h9128911_0
+  - brotli=1.0.9=h2bbff1b_7
+  - brotli-bin=1.0.9=h2bbff1b_7
+  - brotlipy=0.7.0=py310h2bbff1b_1002
+  - bzip2=1.0.8=he774522_0
+  - c-ares=1.19.0=h2bbff1b_0
+  - ca-certificates=2023.5.7=h56e8100_0
+  - certifi=2023.5.7=pyhd8ed1ab_0
+  - cffi=1.15.1=py310h2bbff1b_3
+  - charset-normalizer=2.0.4=pyhd3eb1b0_0
+  - click=8.0.4=py310haa95532_0
+  - cloudpickle=2.2.1=py310haa95532_0
+  - colorama=0.4.6=py310haa95532_0
+  - contourpy=1.0.5=py310h59b6b97_0
+  - cryptography=39.0.1=py310h21b164f_0
+  - cycler=0.11.0=pyhd3eb1b0_0
+  - databricks-cli=0.17.6=py310haa95532_1
+  - docker-py=4.4.1=py310haa95532_5
+  - docker-pycreds=0.4.0=pyhd3eb1b0_0
+  - docopt=0.6.2=py_1
+  - entrypoints=0.4=py310haa95532_0
+  - flask=2.2.2=py310haa95532_0
+  - fonttools=4.25.0=pyhd3eb1b0_0
+  - freetype=2.12.1=ha860e81_0
+  - future=0.18.3=py310haa95532_0
+  - gflags=2.2.2=ha925a31_0
+  - giflib=5.2.1=h8cc25b3_3
+  - gitdb=4.0.7=pyhd3eb1b0_0
+  - gitpython=3.1.30=py310haa95532_0
+  - glog=0.5.0=hd77b12b_0
+  - greenlet=2.0.1=py310hd77b12b_0
+  - icc_rt=2022.1.0=h6049295_2
+  - idna=3.4=py310haa95532_0
+  - importlib-metadata=6.0.0=py310haa95532_0
+  - importlib_metadata=6.0.0=hd3eb1b0_0
+  - intel-openmp=2021.4.0=haa95532_3556
+  - itsdangerous=2.0.1=pyhd3eb1b0_0
+  - jinja2=3.1.2=py310haa95532_0
+  - joblib=1.1.1=py310haa95532_0
+  - jpeg=9e=h2bbff1b_1
+  - jsonpickle=1.5.1=pyhd8ed1ab_0
+  - kiwisolver=1.4.4=py310hd77b12b_0
+  - lerc=3.0=hd77b12b_0
+  - libboost=1.73.0=h6c2663c_12
+  - libbrotlicommon=1.0.9=h2bbff1b_7
+  - libbrotlidec=1.0.9=h2bbff1b_7
+  - libbrotlienc=1.0.9=h2bbff1b_7
+  - libcurl=7.88.1=h86230a5_0
+  - libdeflate=1.17=h2bbff1b_0
+  - libffi=3.4.4=hd77b12b_0
+  - libpng=1.6.39=h8cc25b3_0
+  - libprotobuf=3.20.3=h23ce68f_0
+  - libssh2=1.10.0=hcd4344a_0
+  - libthrift=0.15.0=he1d8c1a_0
+  - libtiff=4.5.0=h6c2663c_2
+  - libuv=1.44.2=h2bbff1b_0
+  - libwebp=1.2.4=hbc33d0d_1
+  - libwebp-base=1.2.4=h2bbff1b_1
+  - lz4-c=1.9.4=h2bbff1b_0
+  - mako=1.2.3=py310haa95532_0
+  - markdown=3.4.1=py310haa95532_0
+  - markupsafe=2.1.1=py310h2bbff1b_0
+  - matplotlib-base=3.7.1=py310h4ed8f06_1
+  - mkl=2021.4.0=haa95532_640
+  - mkl-service=2.4.0=py310h2bbff1b_0
+  - mkl_fft=1.3.1=py310ha0764ea_0
+  - mkl_random=1.2.2=py310h4ed8f06_0
+  - mlflow=2.3.1=py310hd1fac3c_0
+  - munch=2.5.0=py_0
+  - munkres=1.1.4=py_0
+  - ninja=1.10.2=haa95532_5
+  - ninja-base=1.10.2=h6d14046_5
+  - numexpr=2.8.4=py310hd213c9f_0
+  - numpy=1.24.3=py310hdc03b94_0
+  - numpy-base=1.24.3=py310h3caf3d7_0
+  - oauthlib=3.2.2=py310haa95532_0
+  - openssl=1.1.1t=h2bbff1b_0
+  - orc=1.7.4=h623e30f_1
+  - packaging=23.0=py310haa95532_0
+  - pandas=1.5.3=py310h4ed8f06_0
+  - pillow=9.4.0=py310hd77b12b_0
+  - pip=23.0.1=py310haa95532_0
+  - pooch=1.4.0=pyhd3eb1b0_0
+  - protobuf=3.20.3=py310hd77b12b_0
+  - py-cpuinfo=9.0.0=pyhd8ed1ab_0
+  - pyarrow=11.0.0=py310h790e06d_0
+  - pycparser=2.21=pyhd3eb1b0_0
+  - pyjwt=2.4.0=py310haa95532_0
+  - pymongo=3.12.0=py310hd77b12b_0
+  - pyopenssl=23.0.0=py310haa95532_0
+  - pyparsing=3.0.9=py310haa95532_0
+  - pysocks=1.7.1=py310haa95532_0
+  - python=3.10.11=h966fe2a_2
+  - python-dateutil=2.8.2=pyhd3eb1b0_0
+  - pytorch=1.12.1=cpu_py310h5e1f01c_1
+  - pytz=2022.7=py310haa95532_0
+  - pywin32=305=py310h2bbff1b_0
+  - pyyaml=6.0=py310h2bbff1b_1
+  - querystring_parser=1.2.4=py310haa95532_0
+  - re2=2022.04.01=hd77b12b_0
+  - requests=2.29.0=py310haa95532_0
+  - sacred=0.8.2=pyhd8ed1ab_0
+  - scikit-learn=1.2.2=py310hd77b12b_0
+  - scipy=1.10.1=py310hb9afe5d_0
+  - setuptools=66.0.0=py310haa95532_0
+  - six=1.16.0=pyhd3eb1b0_1
+  - smmap=4.0.0=pyhd3eb1b0_0
+  - snappy=1.1.9=h6c2663c_0
+  - sqlalchemy=1.4.39=py310h2bbff1b_0
+  - sqlite=3.41.2=h2bbff1b_0
+  - sqlparse=0.4.3=py310haa95532_0
+  - tabulate=0.8.10=py310haa95532_0
+  - threadpoolctl=2.2.0=pyh0d69192_0
+  - tk=8.6.12=h2bbff1b_0
+  - torchvision=0.13.1=cpu_py310h378ed51_0
+  - typing-extensions=4.5.0=py310haa95532_0
+  - typing_extensions=4.5.0=py310haa95532_0
+  - tzdata=2023c=h04d1e81_0
+  - urllib3=1.26.15=py310haa95532_0
+  - utf8proc=2.6.1=h2bbff1b_0
+  - vc=14.2=h21ff451_1
+  - vs2015_runtime=14.27.29016=h5e58377_2
+  - waitress=2.0.0=pyhd3eb1b0_0
+  - websocket-client=0.58.0=py310haa95532_4
+  - werkzeug=2.2.3=py310haa95532_0
+  - wheel=0.38.4=py310haa95532_0
+  - win_inet_pton=1.1.0=py310haa95532_0
+  - wrapt=1.14.1=py310h2bbff1b_0
+  - xz=5.4.2=h8cc25b3_0
+  - yaml=0.2.5=he774522_0
+  - zipp=3.11.0=py310haa95532_0
+  - zlib=1.2.13=h8cc25b3_0
+  - zstd=1.5.5=hd43e919_0
+prefix: D:\University2\IUM\ium