JDGOC初赛数据（仓储网络智能库存管理）

Running enviroment: Python 3.6.3 [GCC 7.2.0] on linux Installed Python modules which you can import directly: absl-py==0.2.0 alabaster==0.7.10 algopy==0.5.7 arrow==0.12.1 asn1crypto==0.22.0 astor==0.6.2 astroid==1.5.3 astropy==2.0.2 attrs==18.1.0 Babel==2.5.0 bayesian-optimization==0.6.0 bayespy==0.5.17 bcolz==1.2.1 bitarray==0.8.1 bkcharts==0.2 blaze==0.11.3 bleach==1.5.0 blist==1.3.6 boto==2.48.0 boto3==1.7.21 botocore==1.10.21 Bottleneck==1.2.1 bz2file==0.98 catboost==0.8.1.1 certifi==2017.7.27.1 cffi==1.10.0 chainer==4.0.0 chardet==3.0.4 click==6.7 cloudpickle==0.4.0 clyent==1.2.2 colorama==0.3.9 configobj==5.0.6 contextlib2==0.5.5 cryptography==2.0.3 CVXcanon==0.1.1 cvxopt==1.2.0 cvxpy==0.4.11 cycler==0.10.0 Cython==0.26.1 cytoolz==0.8.2 dask==0.15.3 dask-glm==0.1.0 dask-ml==0.4.1 dask-searchcv==0.2.0 dask-xgboost==0.1.5 datashape==0.5.4 deap==1.2.2 decorator==4.1.2 deepdish==0.3.6 Delorean==1.0.0 descartes==1.1.0 dill==0.2.7.1 distributed==1.19.1 docopt==0.6.2 docutils==0.14 Dora==0.0.2 ecos==2.0.5 edward==1.3.5 eli5==0.8 entrypoints==0.2.3 et-xmlfile==1.0.1 ethnicolr==0.1.7 fancyimpute==0.3.1 fastai==0.7.0 fastcache==1.0.2 fastFM==0.2.11 fbpca==1.0 fbprophet==0.2.1 feather-format==0.4.0 featuretools==0.1.20 filelock==2.0.12 fitter==1.0.8 flashtext==2.7 future==0.16.0 fuzzywuzzy==0.16.0 gast==0.2.0 gdbn==0.1 gensim==3.4.0 gevent==1.2.2 gitdb2==2.0.3 GitPython==2.1.9 glmnet-py==0.1.0b2 glob2==0.5 gmpy2==2.0.8 gnumpy==0.2 gplearn==0.3.0 graphviz==0.8.3 greenlet==0.4.12 grpcio==1.12.0 h2o==3.18.0.9 h5py==2.7.0 haversine==0.4.5 hdbscan==0.8.13 heamy==0.0.7 heapdict==1.0.0 hep-ml==0.5.0 hmmlearn==0.2.0 hpsklearn==0.1.0 html5lib==0.9999999 humanize==0.5.1 hyperopt==0.1 hypertools==0.5.0 idna==2.6 imageio==2.2.0 imagesize==0.7.1 imbalanced-learn==0.3.3 iml==0.6.0 implicit==0.3.5 iniparse==0.4 isort==4.2.15 isoweek==1.3.3 itsdangerous==0.24 jdcal==1.3 jedi==0.10.2 Jinja2==2.9.6 jmespath==0.9.3 joblib==0.11 jsonpickle==0.9.6 jsonschema==2.6.0 Keras==2.1.6 keras-rcnn==0.0.2 keras-rl==0.4.0 keras-tqdm==2.0.1 kitchen==1.2.5 kmapper==1.1.5 kmeans-smote==0.1.0 kmodes==0.9 knnimpute==0.1.0 Lasagne==0.1 lazy-object-proxy==1.3.1 leven==1.0.4 lightfm==1.14 lightgbm==2.1.1 lime==0.1.1.29 line-profiler==2.1.2 llvmlite==0.20.0 lml==0.0.1 locket==0.2.0 lxml==4.1.0 marisa-trie==0.7.5 Markdown==2.6.11 markovify==0.7.1 MarkupSafe==1.0 mccabe==0.6.1 memory-profiler==0.52.0 mistune==0.7.4 mizani==0.4.6 ml-metrics==0.1.4 mlens==0.2.2 mlxtend==0.12.0 mmh3==2.5.1 mpmath==0.19 msgpack==0.5.6 msgpack-numpy==0.4.3 msgpack-python==0.4.8 multipledispatch==0.4.9 multiprocess==0.70.5 munch==2.3.2 mxnet==1.1.0.post0 navigator-updater==0.1.0 nbconvert==5.3.1 nbformat==4.4.0 neon==0.1.2 networkx==2.0 nibabel==2.2.1 nilearn==0.4.1 nltk==3.2.4 nolearn==0.6.0 nose==1.3.7 notebook==5.0.0 numba==0.35.0+10.g143f70e90 numdifftools==0.9.20 numexpr==2.6.2 numpy==1.13.3 numpydoc==0.7.0 odfpy==1.3.6 odo==0.5.1 olefile==0.44 opencv-python==3.4.0.14 openpyxl==2.4.8 orderedmultidict==0.7.11 packaging==16.8 palettable==3.1.1 pandas==0.20.3 pandas-profiling==1.4.1 pandas-summary==0.0.41 pandocfilters==1.4.2 partd==0.3.8 path.py==10.3.1 pathlib2==2.3.0 patsy==0.4.1 pbr==4.0.3 pep8==1.7.0 pexpect==4.2.1 pickleshare==0.7.4 Pillow==4.2.1 pkginfo==1.4.1 plotnine==0.3.0 ply==3.10 ppca==0.0.3 prompt-toolkit==1.0.15 protobuf==3.3.0 psutil==5.4.0 ptyprocess==0.5.2 PuLP==1.6.8 py==1.4.34 py-cpuinfo==4.0.0 py-stringmatching==0.4.0 py-stringsimjoin==0.3.0 py3-ortools==6.4.4495 pyarrow==0.9.0 PyAstronomy==0.12.0 PyBrain==0.3 pycodestyle==2.3.1 pycosat==0.6.2 pycparser==2.18 pycrypto==2.6.1 pycurl==7.43.0 pydash==4.5.0 pyexcel-io==0.5.7 pyexcel-ods==0.5.2 pyflakes==1.6.0 pyflux==0.4.15 Pygments==2.2.0 pylint==1.7.4 pymc3==3.4.1 pymongo==3.6.1 Pympler==0.5 pyodbc==4.0.17 pyOpenSSL==17.2.0 pyparsing==2.2.0 PyPrind==2.11.2 PySAL==1.14.3 PySocks==1.6.7 pystan==2.17.1.0 pytest==3.2.1 pytest-runner==2.12.1 python-dateutil==2.6.0 python-Levenshtein==0.12.0 python-louvain==0.10 pytz==2017.2 PyWavelets==0.5.2 pyxattr==0.6.0 PyYAML==3.12 pyzmq==16.0.2 QtAwesome==0.4.4 qtconsole==4.3.1 QtPy==1.3.1 raccoon==2.1.5 requests==2.18.4 rf-perm-feat-import==0.1 rope==0.10.5 ruamel-yaml==0.11.14 s2sphere==0.2.5 s3fs==0.1.5 s3transfer==0.1.13 sacred==0.7.3 scikit-image==0.13.0 scikit-learn==0.19.1 scikit-multilearn==0.0.5 scikit-optimize==0.5.2 scikit-surprise==1.0.6 scipy==1.1.0 scs==2.0.2 sentencepiece==0.0.9 setuptools-scm==2.1.0 shap==0.15.0 simplegeneric==0.8.1 simplejson==3.15.0 simpy==3.0.10 singledispatch==3.4.0.3 six==1.11.0 sklearn==0.0 sklearn-pandas==1.6.0 smart-open==1.5.7 smhasher==0.150.1 smmap2==2.0.3 snowballstemmer==1.2.1 sortedcollections==0.5.3 sortedcontainers==1.5.7 speedml==0.9.3 Sphinx==1.6.3 sphinxcontrib-websupport==1.0.1 spyder==3.2.4 SQLAlchemy==1.1.13 squarify==0.3.0 statsmodels==0.8.0 stemming==1.0.1 stevedore==1.28.0 stopit==1.1.2 sympy==1.1.1 tables==3.4.2 tabulate==0.8.2 tblib==1.3.2 tensorboard==1.8.0 tensorflow==1.8.0 tensorpack==0.8.5 termcolor==1.1.0 terminado==0.6 testpath==0.3.1 tflearn==0.3.2 Theano==1.0.1 ticdat==0.2.13 toolz==0.8.2 torch==0.3.1 torchtext==0.2.3 torchvision==0.2.1 tornado==4.5.2 TPOT==0.9.3 tqdm==4.23.3 traitlets==4.3.2 trueskill==0.4.4 typing==3.6.2 tzlocal==1.5.1 umap-learn==0.2.3 unicodecsv==0.14.1 Unidecode==1.0.22 update-checker==0.16 vida==0.3 wcwidth==0.1.7 webencodings==0.5.1 Werkzeug==0.12.2 widgetsnbextension==3.0.2 wrapt==1.10.11 xgboost==0.71 xlrd==1.1.0 XlsxWriter==1.0.2 xlwt==1.3.0 zict==0.1.3