tested in the following environment, set up with conda
conda create -n alt_root python=3.7 root -c conda-forge
conda activate alt_root
conda config --env --add channels conda-forge
conda install -n alt_root root_numpy
conda install -n alt_root tensorflow -c conda-forge
conda install -n alt_root keras -c conda-forge
conda install -n alt_root matplotlib
conda install -n alt_root scikit-learn
python -m pip install rootpy --user
python -m pip install modin --user
and conda info
returns
active environment : alt_root
active env location : /Users/manzoni/opt/anaconda2/envs/alt_root
shell level : 2
user config file : /Users/manzoni/.condarc
populated config files : /Users/manzoni/.condarc
/Users/manzoni/opt/anaconda2/envs/alt_root/.condarc
conda version : 4.7.12
conda-build version : 3.18.11
python version : 2.7.15.final.0
virtual packages :
base environment : /Users/manzoni/opt/anaconda2 (writable)
channel URLs : https://conda.anaconda.org/conda-forge/osx-64
https://conda.anaconda.org/conda-forge/noarch
https://repo.anaconda.com/pkgs/main/osx-64
https://repo.anaconda.com/pkgs/main/noarch
https://repo.anaconda.com/pkgs/r/osx-64
https://repo.anaconda.com/pkgs/r/noarch
https://conda.anaconda.org/nlesc/osx-64
https://conda.anaconda.org/nlesc/noarch
package cache : /Users/manzoni/opt/anaconda2/pkgs
/Users/manzoni/.conda/pkgs
envs directories : /Users/manzoni/opt/anaconda2/envs
/Users/manzoni/.conda/envs
platform : osx-64
user-agent : conda/4.7.12 requests/2.22.0 CPython/2.7.15 Darwin/19.0.0 OSX/10.15.1
UID:GID : 503:20
netrc file : None
offline mode : False
list of packages
# packages in environment at /Users/manzoni/opt/anaconda2/envs/alt_root:
#
# Name Version Build Channel
_tflow_select 2.3.0 mkl
absl-py 0.8.1 py37_0 conda-forge
afterimage 1.21 h044d061_1002 conda-forge
appnope 0.1.0 py37_1000 conda-forge
astor 0.7.1 py_0 conda-forge
attrs 19.3.0 py_0 conda-forge
awkward 0.12.14 py_0 conda-forge
backcall 0.1.0 py_0 conda-forge
binutils 1.0.1 0 conda-forge
bleach 3.1.0 py_0 conda-forge
bzip2 1.0.8 h01d97ff_1 conda-forge
c-ares 1.15.0 h01d97ff_1001 conda-forge
c-compiler 1.0.1 h1de35cc_0 conda-forge
ca-certificates 2019.9.11 hecc5488_0 conda-forge
cachetools 3.1.1 py_0 conda-forge
cairo 1.16.0 he1c11cd_1002 conda-forge
cctools 895 1
certifi 2019.9.11 py37_0 conda-forge
cffi 1.13.2 py37h33e799b_0 conda-forge
cfitsio 3.470 h389770f_2 conda-forge
chardet 3.0.4 py37_1003 conda-forge
clang 4.0.1 1
clang_osx-64 4.0.1 h1ce6c1d_17 conda-forge
clangxx 4.0.1 1
clangxx_osx-64 4.0.1 h22b1bf0_17 conda-forge
compiler-rt 4.0.1 hcfea43d_1
compilers 1.0.1 0 conda-forge
cryptography 2.8 py37hafa8578_0 conda-forge
curl 7.65.3 h22ea746_0 conda-forge
cxx-compiler 1.0.1 h04f5b5a_0 conda-forge
cycler 0.10.0 py_2 conda-forge
davix 0.7.5 h7232a33_0 conda-forge
decorator 4.4.1 py_0 conda-forge
defusedxml 0.6.0 py_0 conda-forge
entrypoints 0.3 py37_1000 conda-forge
fftw 3.3.8 mpi_mpich_h6e18f22_1009 conda-forge
fontconfig 2.13.1 h6b1039f_1001 conda-forge
fortran-compiler 1.0.1 h4f947d3_0 conda-forge
freetype 2.10.0 h24853df_1 conda-forge
fribidi 1.0.5 h01d97ff_1002 conda-forge
gast 0.2.2 py_0 conda-forge
gdk-pixbuf 2.36.12 h284f8de_1003 conda-forge
gettext 0.19.8.1 h46ab8bc_1002 conda-forge
gfortran_osx-64 4.8.5 h22b1bf0_8 conda-forge
giflib 5.1.7 h01d97ff_1 conda-forge
glew 2.0.0 h0a44026_1002 conda-forge
glib 2.58.3 h9d45998_1002 conda-forge
gobject-introspection 1.58.2 py37h93883a9_1002 conda-forge
google-pasta 0.1.8 py_0 conda-forge
graphite2 1.3.13 h2098e52_1000 conda-forge
graphviz 2.40.1 h69955ae_1 conda-forge
grpcio 1.23.0 py37h6ef0057_0 conda-forge
gsl 2.5 ha2d443c_1 conda-forge
h5py 2.10.0 nompi_py37h106b333_100 conda-forge
harfbuzz 2.4.0 hd8d2a14_3 conda-forge
hdf5 1.10.5 nompi_h0cbb7df_1103 conda-forge
icu 64.2 h6de7cb9_1 conda-forge
idna 2.8 py37_1000 conda-forge
importlib_metadata 0.23 py37_0 conda-forge
ipykernel 5.1.3 py37h5ca1d4c_0 conda-forge
ipyparallel 6.2.4 py37_0 conda-forge
ipython 7.9.0 py37h5ca1d4c_0 conda-forge
ipython_genutils 0.2.0 py_1 conda-forge
jedi 0.15.1 py37_0 conda-forge
jinja2 2.10.3 py_0 conda-forge
joblib 0.14.0 py_0 conda-forge
jpeg 9c h1de35cc_1001 conda-forge
jsonschema 3.1.1 py37_0 conda-forge
jupyter_client 5.3.3 py37_1 conda-forge
jupyter_core 4.5.0 py_0 conda-forge
keras 2.3.1 py37_0 conda-forge
keras-applications 1.0.8 py_1 conda-forge
keras-preprocessing 1.1.0 py_0 conda-forge
kiwisolver 1.1.0 py37h770b8ee_0 conda-forge
krb5 1.16.3 hcfa6398_1001 conda-forge
ld64 274.2 1
libblas 3.8.0 14_openblas conda-forge
libcblas 3.8.0 14_openblas conda-forge
libcroco 0.6.13 hc484408_0 conda-forge
libcurl 7.65.3 h16faf7d_0 conda-forge
libcxx 4.0.1 hcfea43d_1 conda-forge
libcxxabi 4.0.1 hcfea43d_1
libedit 3.1.20170329 hcfe32e1_1001 conda-forge
libffi 3.2.1 h6de7cb9_1006 conda-forge
libgfortran 3.0.1 0 conda-forge
libgpuarray 0.7.6 h1de35cc_1003 conda-forge
libiconv 1.15 h01d97ff_1005 conda-forge
liblapack 3.8.0 14_openblas conda-forge
libopenblas 0.3.7 hd44dcd8_1 conda-forge
libpng 1.6.37 h2573ce8_0 conda-forge
libprotobuf 3.9.2 hd9629dc_0
librsvg 2.44.15 h90c2430_0 conda-forge
libsodium 1.0.17 h01d97ff_0 conda-forge
libssh2 1.8.2 hcdc9a53_2 conda-forge
libtiff 4.0.10 hd08fb8f_1003 conda-forge
libxml2 2.9.10 h53d96d6_0 conda-forge
llvm 4.0.1 1
llvm-lto-tapi 4.0.1 1 conda-forge
llvm-openmp 9.0.0 h40edb58_0 conda-forge
lz4 2.2.1 py37he1520b0_0 conda-forge
lz4-c 1.8.3 h6de7cb9_1001 conda-forge
mako 1.1.0 py_0 conda-forge
markdown 3.1.1 py_0 conda-forge
markupsafe 1.1.1 py37h0b31af3_0 conda-forge
matplotlib 2.2.4 py37_1 conda-forge
matplotlib-base 2.2.4 py37h31f9439_1 conda-forge
metakernel 0.24.3 py_0 conda-forge
mistune 0.8.4 py37h0b31af3_1000 conda-forge
more-itertools 7.2.0 py_0 conda-forge
mpi 1.0 mpich conda-forge
mpich 3.2.1 ha90c164_1014 conda-forge
nbconvert 5.6.1 py37_0 conda-forge
nbformat 4.4.0 py_1 conda-forge
ncurses 6.1 h0a44026_1002 conda-forge
notebook 6.0.1 py37_0 conda-forge
numpy 1.17.3 py37hde6bac1_0 conda-forge
openssl 1.1.1d h0b31af3_0 conda-forge
opt_einsum 3.1.0 py_0 conda-forge
pandas 0.25.1 py37h86efe34_0 conda-forge
pandoc 2.7.3 0 conda-forge
pandocfilters 1.4.2 py_1 conda-forge
pango 1.42.4 h6691c8e_1 conda-forge
parso 0.5.1 py_0 conda-forge
pcre 8.43 h0a44026_0
pexpect 4.7.0 py37_0 conda-forge
pickleshare 0.7.5 py37_1000 conda-forge
pip 19.3.1 py37_0 conda-forge
pixman 0.38.0 h01d97ff_1003 conda-forge
portalocker 1.5.1 py37_0 conda-forge
prometheus_client 0.7.1 py_0 conda-forge
prompt_toolkit 2.0.10 py_0 conda-forge
protobuf 3.9.2 py37h0a44026_0
ptyprocess 0.6.0 py_1001 conda-forge
pycparser 2.19 py37_1 conda-forge
pydot 1.4.1 py37_1001 conda-forge
pygments 2.4.2 py_0 conda-forge
pygpu 0.7.6 py37h3b54f70_1000 conda-forge
pyopenssl 19.0.0 py37_0 conda-forge
pyparsing 2.4.5 py_0 conda-forge
pyrsistent 0.15.5 py37h0b31af3_0 conda-forge
pysocks 1.7.1 py37_0 conda-forge
pythia8 8.240 py37h6de7cb9_2 conda-forge
python 3.7.3 h93065d6_1 conda-forge
python-dateutil 2.8.1 py_0 conda-forge
python-xxhash 1.4.1 py37h0b31af3_0 conda-forge
pytz 2019.3 py_0 conda-forge
pyyaml 5.1.2 py37h0b31af3_0 conda-forge
pyzmq 18.1.0 py37hee98d25_0 conda-forge
qt 5.9.7 h8cf7e54_3 conda-forge
readline 8.0 hcfe32e1_0 conda-forge
requests 2.22.0 py37_1 conda-forge
root 6.18.00 py37h500fca7_17 conda-forge
root_numpy 4.8.0 py37haf112f3_2 conda-forge
root_pandas 0.7.0 py_0 conda-forge
scikit-learn 0.21.3 py37hd4ffd6c_0 conda-forge
scipy 1.3.1 py37hab3da7d_2 conda-forge
send2trash 1.5.0 py_0 conda-forge
setuptools 41.6.0 py37_1 conda-forge
six 1.13.0 py37_0 conda-forge
sqlite 3.30.1 h93121df_0 conda-forge
tbb 2019.8 h04f5b5a_0
tbb-devel 2019.8 h04f5b5a_0
tensorboard 2.0.0 pyhb230dea_0
tensorflow 2.0.0 mkl_py37hda344b4_0
tensorflow-base 2.0.0 mkl_py37h66b1bf0_0
tensorflow-estimator 2.0.0 pyh2649769_0
termcolor 1.1.0 py_2 conda-forge
terminado 0.8.2 py37_0 conda-forge
testpath 0.4.4 py_0 conda-forge
theano 1.0.4 py37h0a44026_1000 conda-forge
tk 8.6.9 h2573ce8_1003 conda-forge
tornado 6.0.3 py37h0b31af3_0 conda-forge
traitlets 4.3.3 py37_0 conda-forge
uproot 3.10.10 py37_0 conda-forge
uproot-base 3.10.10 py37_0 conda-forge
uproot-methods 0.7.1 py_0 conda-forge
urllib3 1.25.7 py37_0 conda-forge
vdt 0.4.3 h6de7cb9_0 conda-forge
wcwidth 0.1.7 py_1 conda-forge
webencodings 0.5.1 py_1 conda-forge
werkzeug 0.16.0 py_0 conda-forge
wheel 0.33.6 py37_0 conda-forge
wrapt 1.11.2 py37h0b31af3_0 conda-forge
xrootd 4.9.1 py37h02158b6_1 conda-forge
xz 5.2.4 h1de35cc_1001 conda-forge
yaml 0.1.7 h1de35cc_1001 conda-forge
zeromq 4.3.2 h6de7cb9_2 conda-forge
zipp 0.6.0 py_0 conda-forge
zlib 1.2.11 h0b31af3_1006 conda-forge
zstd 1.4.0 ha9f0a20_0 conda-forge
combineCards.py disp1=datacard_hnl_m_12_lxy_lt_0p5_hnl_m_10_v2_1p0Em06_majorana.txt disp2=datacard_hnl_m_12_lxy_0p5_to_2p0_hnl_m_10_v2_1p0Em06_majorana.txt disp3=datacard_hnl_m_12_lxy_mt_2p0_hnl_m_10_v2_1p0Em06_majorana.txt > datacard_hnl_m_12_combined_hnl_m_10_v2_1p0Em06_majorana.txt
combine -M AsymptoticLimits datacard_hnl_m_12_combined_hnl_m_10_v2_1p0Em06_majorana.txt --run blind
combine -M HybridNew --testStat=LHC --frequentist -d datacard_hnl_m_12_combined_hnl_m_10_v2_1p0Em06_majorana.txt -T 1000 -C 0.95 --rMin 0 --rMax 50