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README.md

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data/df_input.csv

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data/sample.tar.gz

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enviroment.yml

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environment.yml

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name: YOUR_NAME
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channels:
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- schrodinger
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- conda-forge
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- defaults
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dependencies:
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- _libgcc_mutex=0.1=conda_forge
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- _openmp_mutex=4.5=2_kmp_llvm
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- _sysroot_linux-64_curr_repodata_hack=3=haa98f57_10
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- alsa-lib=1.2.13=hb9d3cd8_0
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- apbs=1.5=hd8ae8d1_0
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- attr=2.5.1=h166bdaf_1
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- biopython=1.85=py312h66e93f0_1
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- blosc=1.21.6=he440d0b_1
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- brotli-python=1.1.0=py312h2ec8cdc_2
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- bzip2=1.0.8=h5eee18b_6
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- c-ares=1.34.4=hb9d3cd8_0
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- ca-certificates=2025.1.31=hbcca054_0
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- cached-property=1.5.2=hd8ed1ab_1
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- cairo=1.18.2=h3394656_1
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- cyrus-sasl=2.1.27=h54b06d7_7
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- dbus=1.13.6=h5008d03_3
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- font-ttf-dejavu-sans-mono=2.37=hab24e00_0
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- fontconfig=2.15.0=h7e30c49_1
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- fonts-conda-ecosystem=1=0
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- gettext-tools=0.22.5=he02047a_3
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- glew=2.1.0=h9c3ff4c_2
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- glib=2.82.2=h07242d1_1
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- glib-tools=2.82.2=h4833e2c_1
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- graphite2=1.3.13=h59595ed_1003
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- gst-plugins-base=1.24.7=h0a52356_0
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- gstreamer=1.24.7=hf3bb09a_0
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- h2=4.2.0=pyhd8ed1ab_0
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- h5py=3.12.1=nompi_py312hedeef09_103
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- harfbuzz=10.2.0=h4bba637_0
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- hdf4=4.2.15=h2a13503_7
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- hdf5=1.14.3=nompi_h2d575fe_109
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- hpack=4.1.0=pyhd8ed1ab_0
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- hyperframe=6.1.0=pyhd8ed1ab_0
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- icu=75.1=he02047a_0
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- idna=3.10=pyhd8ed1ab_1
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- kernel-headers_linux-64=3.10.0=h57e8cba_10
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- keyutils=1.6.1=h166bdaf_0
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- krb5=1.21.3=h659f571_0
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- lame=3.100=h166bdaf_1003
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- lcms2=2.16=hb7c19ff_0
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- ld_impl_linux-64=2.38=h1181459_1
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- lerc=4.0.0=h27087fc_0
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- libaec=1.1.3=h59595ed_0
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- libasprintf=0.22.5=he8f35ee_3
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- libasprintf-devel=0.22.5=he8f35ee_3
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- libblas=3.9.0=28_h59b9bed_openblas
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- libcap=2.71=h39aace5_0
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- libcblas=3.9.0=28_he106b2a_openblas
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- libclang-cpp19.1=19.1.7=default_hb5137d0_1
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- libclang13=19.1.7=default_h9c6a7e4_1
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- libcups=2.3.3=h4637d8d_4
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- libdrm=2.4.124=hb9d3cd8_0
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- libdrm-cos7-x86_64=2.4.97=ha675448_1106
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- libedit=3.1.20250104=pl5321h7949ede_0
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- libegl=1.7.0=ha4b6fd6_2
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- libev=4.33=hd590300_2
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- libevent=2.1.12=hf998b51_1
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- libexpat=2.6.4=h5888daf_0
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- libffi=3.4.4=h6a678d5_1
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- libflac=1.4.3=h59595ed_0
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- libgcc=14.2.0=h77fa898_1
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- libgcc-ng=14.2.0=h69a702a_1
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- libgcrypt-lib=1.11.0=hb9d3cd8_2
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- libgettextpo=0.22.5=he02047a_3
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- libgettextpo-devel=0.22.5=he02047a_3
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- libgfortran=14.2.0=h69a702a_1
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- libgfortran-ng=14.2.0=h69a702a_1
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- libgfortran5=14.2.0=hd5240d6_1
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- libgl=1.7.0=ha4b6fd6_2
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- libglib=2.82.2=h2ff4ddf_1
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- libglu=9.0.3=h03adeef_0
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- libglvnd=1.7.0=ha4b6fd6_2
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- libglvnd-cos7-x86_64=1.0.1=ha675448_1106
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- libglvnd-glx-cos7-x86_64=1.0.1=ha675448_1106
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- libglx=1.7.0=ha4b6fd6_2
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- libgpg-error=1.51=hbd13f7d_1
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- libholoplaycore=0.1.0_rc4=1
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- libiconv=1.17=hd590300_2
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- libjpeg-turbo=3.0.0=hd590300_1
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- liblapack=3.9.0=28_h7ac8fdf_openblas
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- libllvm19=19.1.7=ha7bfdaf_1
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- liblzma=5.6.4=hb9d3cd8_0
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- libnetcdf=4.9.2=nompi_h80fb2b6_111
104+
- libnghttp2=1.64.0=h161d5f1_0
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- libnsl=2.0.1=hd590300_0
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- libntlm=1.8=hb9d3cd8_0
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- libogg=1.3.5=h4ab18f5_0
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- libopenblas=0.3.28=pthreads_h94d23a6_1
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- libopus=1.3.1=h7f98852_1
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- libpciaccess=0.18=hd590300_0
111+
- libpng=1.6.46=h943b412_0
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- libpq=17.2=h3b95a9b_1
113+
- libsndfile=1.2.2=hc60ed4a_1
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- libsqlite=3.48.0=hee588c1_1
115+
- libssh2=1.11.1=hf672d98_0
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- libstdcxx=14.2.0=hc0a3c3a_1
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- libstdcxx-ng=14.2.0=h4852527_1
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- libsystemd0=257.2=h3dc2cb9_0
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- libtiff=4.7.0=hd9ff511_3
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- libuuid=2.38.1=h0b41bf4_0
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- libvorbis=1.3.7=h9c3ff4c_0
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- libwebp-base=1.5.0=h851e524_0
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- libxcb=1.17.0=h8a09558_0
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- libxcrypt=4.4.36=hd590300_1
125+
- libxkbcommon=1.8.0=hc4a0caf_0
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- libxml2=2.13.5=h8d12d68_1
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- libzip=1.11.2=h6991a6a_0
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- libzlib=1.3.1=hb9d3cd8_2
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- llvm-openmp=19.1.7=h024ca30_0
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- lz4-c=1.10.0=h5888daf_1
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- mengine=1=h14c3975_1
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- mesa-libgl-cos7-x86_64=18.3.4=ha675448_1106
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- mesa-libglapi-cos7-x86_64=18.3.4=ha675448_1106
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- mmcif_pdbx=2.0.1=pyhd8ed1ab_1
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- mpeg_encode=1=h14c3975_1
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- mpg123=1.32.9=hc50e24c_0
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- mtz2ccp4_px=1.1=h3218e01_0
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- mysql-common=9.0.1=h266115a_4
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- mysql-libs=9.0.1=he0572af_4
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- ncurses=6.5=h2d0b736_3
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- nlohmann_json=3.11.3=he02047a_1
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- nspr=4.36=h5888daf_0
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- nss=3.108=h159eef7_0
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- numpy=1.26.4=py312heda63a1_0
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- openjpeg=2.5.3=h5fbd93e_0
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- openldap=2.6.9=he970967_0
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- openssl=3.4.0=h7b32b05_1
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- pandas=2.2.2=py312h1d6d2e6_1
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- pcre2=10.44=hba22ea6_2
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- pdb2pqr=3.6.1=pyhd8ed1ab_1
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- pip=24.0=py312h06a4308_0
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- pixman=0.44.2=h29eaf8c_0
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- ply=3.11=pyhd8ed1ab_3
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- pmw=2.0.1=py312h7900ff3_1008
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- propka=3.5.1=pyhecae5ae_2
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- pthread-stubs=0.4=hb9d3cd8_1002
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- pulseaudio-client=17.0=hb77b528_0
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- pycollada=0.8=pyhd8ed1ab_1
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- pycparser=2.22=pyh29332c3_1
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- pykerberos=1.2.4=py312h3770eae_6
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- pymol=3.1.3.1=py312h2dc6bc7_0
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- pymol-bundle=3.1.3.1=0
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- pymol-web-examples=2.4=1
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- pyqt=5.15.9=py312h949fe66_5
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- pyqt5-sip=12.12.2=py312h30efb56_5
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- pysocks=1.7.1=pyha55dd90_7
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- python=3.12.8=h9e4cc4f_1_cpython
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- python-dateutil=2.9.0post0=py312h06a4308_2
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- python-tzdata=2025.1=pyhd8ed1ab_0
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- python_abi=3.12=5_cp312
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- qt-main=5.15.15=hc3cb62f_2
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- readline=8.2=h5eee18b_0
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- requests=2.32.3=pyhd8ed1ab_1
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- rigimol=1.5=h3fd9d12_2
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- setuptools=69.5.1=py312h06a4308_0
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- sip=6.7.12=py312h30efb56_0
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- six=1.16.0=pyhd3eb1b0_1
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- slm_x509=2024.3=h9bf148f_3
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- snappy=1.2.1=h8bd8927_1
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- sysroot_linux-64=2.17=h57e8cba_10
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- tk=8.6.13=noxft_h4845f30_101
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- toml=0.10.2=pyhd8ed1ab_1
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- tomli=2.2.1=pyhd8ed1ab_1
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- urllib3=2.3.0=pyhd8ed1ab_0
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- vtk-m=1.8.0=h3fd9d12_2
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- wheel=0.43.0=py312h06a4308_0
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- xcb-util=0.4.1=hb711507_2
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- xcb-util-image=0.4.0=hb711507_2
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- xcb-util-keysyms=0.4.1=hb711507_0
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- xcb-util-renderutil=0.3.10=hb711507_0
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- xcb-util-wm=0.4.2=hb711507_0
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- xkeyboard-config=2.43=hb9d3cd8_0
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- xorg-libice=1.1.2=hb9d3cd8_0
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- xorg-libsm=1.2.5=he73a12e_0
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- xorg-libx11=1.8.11=h4f16b4b_0
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- xorg-libxau=1.0.12=hb9d3cd8_0
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- xorg-libxdmcp=1.1.5=hb9d3cd8_0
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- xorg-libxext=1.3.6=hb9d3cd8_0
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- xorg-libxfixes=6.0.1=hb9d3cd8_0
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- xorg-libxrender=0.9.12=hb9d3cd8_0
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- xorg-libxxf86vm=1.1.6=hb9d3cd8_0
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- xz=5.4.6=h5eee18b_1
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- zstandard=0.23.0=py312hef9b889_1
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- zstd=1.5.6=ha6fb4c9_0
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- pip:
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- astunparse==1.6.3
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- biopandas==0.4.1
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- colorama==0.4.6
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- contourpy==1.2.1
211+
- cycler==0.12.1
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- fonttools==4.53.0
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- kiwisolver==1.4.5
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- matplotlib==3.9.0
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- mdtraj==1.10.0
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- packaging==24.1
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- pandas-parallel-apply==2.2
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- pillow==10.3.0
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- pyparsing==3.1.2
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- pytz==2024.1
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- scipy==1.13.1
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- seaborn==0.13.2
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- tqdm==4.66.4
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- tzdata==2024.1
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prefix: YOUR_PATH

files after run/README.md

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The results we obtained after executing the script with this command:
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For full dataset:
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```
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python main.py --ncores 25 --threshold 0.45 --scheme closest-heavy --dataset full
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```
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For sample dataset:
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```
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python main.py --ncores 14 --threshold 0.45 --scheme closest-heavy --dataset sample
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```
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python main.py --ncores 25 --seed 42 --threshold 0.45 --scheme closest-heavy
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```

files after run/chi2_contingency.csv

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