Add lab09 solution, conda env config file

environment.yml

@@ -0,0 +1,167 @@
+name: ium_430705
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=conda_forge
+  - _openmp_mutex=4.5=1_gnu
+  - _tflow_select=2.3.0=mkl
+  - absl-py=0.12.0=py38h06a4308_0
+  - alembic=1.4.1=py_0
+  - appdirs=1.4.4=pyh9f0ad1d_0
+  - asn1crypto=1.4.0=pyh9f0ad1d_0
+  - astunparse=1.6.3=py_0
+  - blas=1.0=mkl
+  - blinker=1.4=py38h06a4308_0
+  - c-ares=1.17.1=h27cfd23_0
+  - ca-certificates=2020.12.5=ha878542_0
+  - cachetools=4.2.2=pyhd3eb1b0_0
+  - certifi=2020.12.5=py38h578d9bd_1
+  - cffi=1.14.5=py38h261ae71_0
+  - chardet=4.0.0=py38h578d9bd_1
+  - click=8.0.1=pyhd3eb1b0_0
+  - cloudpickle=1.6.0=py_0
+  - configparser=5.0.2=pyhd8ed1ab_0
+  - coverage=5.5=py38h27cfd23_2
+  - cryptography=3.4.7=py38ha5dfef3_0
+  - cycler=0.10.0=py38_0
+  - cython=0.29.23=py38h2531618_0
+  - databricks-cli=0.9.1=py_0
+  - dbus=1.13.18=hb2f20db_0
+  - docker-py=5.0.0=py38h578d9bd_0
+  - docker-pycreds=0.4.0=py_0
+  - entrypoints=0.3=pyhd8ed1ab_1003
+  - expat=2.4.1=h2531618_2
+  - flask=1.1.2=pyh9f0ad1d_0
+  - fontconfig=2.13.1=h6c09931_0
+  - freetype=2.10.4=h5ab3b9f_0
+  - gast=0.3.3=py_0
+  - gitdb=4.0.7=pyhd3eb1b0_0
+  - glib=2.68.2=h36276a3_0
+  - google-auth=1.21.3=py_0
+  - google-auth-oauthlib=0.4.4=pyhd3eb1b0_0
+  - google-pasta=0.2.0=py_0
+  - greenlet=0.4.16=py38h1e0a361_0
+  - grpcio=1.36.1=py38h2157cd5_1
+  - gst-plugins-base=1.14.0=h8213a91_2
+  - gstreamer=1.14.0=h28cd5cc_2
+  - gunicorn=20.1.0=py38h578d9bd_0
+  - h5py=2.10.0=py38hd6299e0_1
+  - hdf5=1.10.6=hb1b8bf9_0
+  - icu=58.2=he6710b0_3
+  - idna=2.10=pyh9f0ad1d_0
+  - importlib-metadata=3.10.0=py38h06a4308_0
+  - intel-openmp=2021.2.0=h06a4308_610
+  - itsdangerous=2.0.1=pyhd8ed1ab_0
+  - jinja2=3.0.1=pyhd8ed1ab_0
+  - joblib=1.0.1=pyhd3eb1b0_0
+  - jpeg=9b=h024ee3a_2
+  - kaggle=1.5.12=py38h578d9bd_0
+  - keras-preprocessing=1.1.2=pyhd3eb1b0_0
+  - kiwisolver=1.3.1=py38h2531618_0
+  - lcms2=2.12=h3be6417_0
+  - ld_impl_linux-64=2.33.1=h53a641e_7
+  - libblas=3.9.0=9_mkl
+  - libcblas=3.9.0=9_mkl
+  - libffi=3.3=he6710b0_2
+  - libgcc-ng=9.3.0=h2828fa1_19
+  - libgfortran-ng=7.3.0=hdf63c60_0
+  - libgomp=9.3.0=h2828fa1_19
+  - liblapack=3.9.0=9_mkl
+  - libpng=1.6.37=hbc83047_0
+  - libprotobuf=3.14.0=h8c45485_0
+  - libstdcxx-ng=9.1.0=hdf63c60_0
+  - libtiff=4.1.0=h2733197_1
+  - libuuid=1.0.3=h1bed415_2
+  - libxcb=1.14=h7b6447c_0
+  - libxml2=2.9.10=hb55368b_3
+  - lz4-c=1.9.3=h2531618_0
+  - mako=1.1.4=pyh44b312d_0
+  - markdown=3.3.4=py38h06a4308_0
+  - markupsafe=2.0.1=py38h497a2fe_0
+  - matplotlib=3.3.4=py38h06a4308_0
+  - matplotlib-base=3.3.4=py38h62a2d02_0
+  - mkl=2021.2.0=h06a4308_296
+  - mkl-service=2.3.0=py38h27cfd23_1
+  - mkl_fft=1.3.0=py38h42c9631_2
+  - mkl_random=1.2.1=py38ha9443f7_2
+  - mlflow=1.17.0=py38he918c71_1
+  - ncurses=6.2=he6710b0_1
+  - numpy=1.19.5=py38h18fd61f_1
+  - oauthlib=3.1.0=py_0
+  - olefile=0.46=py_0
+  - openssl=1.1.1k=h7f98852_0
+  - opt_einsum=3.3.0=pyhd3eb1b0_1
+  - packaging=20.9=pyh44b312d_0
+  - pandas=1.0.1=py38h0573a6f_0
+  - pcre=8.44=he6710b0_0
+  - pillow=8.2.0=py38he98fc37_0
+  - pip=21.1.1=py38h06a4308_0
+  - prometheus_client=0.10.1=pyhd8ed1ab_0
+  - prometheus_flask_exporter=0.18.2=pyhd8ed1ab_0
+  - protobuf=3.14.0=py38h2531618_1
+  - pyasn1=0.4.8=py_0
+  - pyasn1-modules=0.2.8=py_0
+  - pycparser=2.20=pyh9f0ad1d_2
+  - pyjwt=1.7.1=py38_0
+  - pymongo=3.11.4=py38h2531618_0
+  - pyopenssl=20.0.1=pyhd8ed1ab_0
+  - pyparsing=2.4.7=pyhd3eb1b0_0
+  - pyqt=5.9.2=py38h05f1152_4
+  - pysocks=1.7.1=py38h578d9bd_3
+  - python=3.8.10=hdb3f193_7
+  - python-dateutil=2.8.1=py_0
+  - python-editor=1.0.4=py_0
+  - python-flatbuffers=1.12=pyhd3eb1b0_0
+  - python-slugify=5.0.2=pyhd8ed1ab_0
+  - python_abi=3.8=1_cp38
+  - pytz=2021.1=pyhd3eb1b0_0
+  - pyyaml=5.4.1=py38h497a2fe_0
+  - qt=5.9.7=h5867ecd_1
+  - querystring_parser=1.2.4=py_0
+  - readline=8.1=h27cfd23_0
+  - requests=2.25.1=pyhd3deb0d_0
+  - requests-oauthlib=1.3.0=py_0
+  - rsa=4.7.2=pyhd3eb1b0_1
+  - scikit-learn=0.24.1=py38ha9443f7_0
+  - scipy=1.6.2=py38had2a1c9_1
+  - setuptools=52.0.0=py38h06a4308_0
+  - sip=4.19.13=py38he6710b0_0
+  - six=1.15.0=py38h06a4308_0
+  - sqlalchemy=1.4.15=py38h497a2fe_0
+  - sqlite=3.35.4=hdfb4753_0
+  - sqlparse=0.4.1=pyh9f0ad1d_0
+  - tabulate=0.8.9=pyhd8ed1ab_0
+  - tensorboard=2.4.0=pyhc547734_0
+  - tensorboard-plugin-wit=1.6.0=py_0
+  - tensorflow=2.3.0=mkl_py38hd53216f_0
+  - tensorflow-base=2.3.0=mkl_py38hac35e67_0
+  - tensorflow-estimator=2.3.0=pyheb71bc4_0
+  - termcolor=1.1.0=py38h06a4308_1
+  - text-unidecode=1.3=py_0
+  - threadpoolctl=2.1.0=pyh5ca1d4c_0
+  - tk=8.6.10=hbc83047_0
+  - tornado=6.1=py38h27cfd23_0
+  - tqdm=4.61.0=pyhd8ed1ab_0
+  - unidecode=1.2.0=pyhd8ed1ab_0
+  - urllib3=1.24.3=py38_0
+  - websocket-client=0.57.0=py38h578d9bd_4
+  - werkzeug=1.0.1=pyhd3eb1b0_0
+  - wheel=0.36.2=pyhd3eb1b0_0
+  - wrapt=1.12.1=py38h7b6447c_1
+  - xz=5.2.5=h7b6447c_0
+  - yaml=0.2.5=h516909a_0
+  - zipp=3.4.1=pyhd3eb1b0_0
+  - zlib=1.2.11=h7b6447c_3
+  - zstd=1.4.9=haebb681_0
+  - pip:
+    - colorama==0.4.4
+    - docopt==0.6.2
+    - gitpython==3.1.17
+    - jsonpickle==1.5.2
+    - munch==2.5.0
+    - py-cpuinfo==8.0.0
+    - sacred==0.8.2
+    - smmap==4.0.0
+    - wget==3.2
+prefix: /home/foka/miniconda3/envs/ium_430705