磚的運行時5.5 LTS毫升(不支持)

磚在2019年7月發布了這張照片。截至2021年7月27日,支持。磚運行時擴展支持5.5毫升(不支持)5.5毫升支持延伸至2021年12月。它使用Ubuntu 18.04.5 LTS而不是棄用Ubuntu 16.04.6 LTS分布在原始數據磚運行時使用5.5毫升LTS。Ubuntu 16.04.6 LTS支持停止在4月1日,2021年。

磚的運行時5.5 LTS機器學習提供了一個準備好了環境科學基於機器學習和數據磚運行時5.5 LTS(不支持)。磚運行時毫升含有許多流行的機器學習庫,包括TensorFlow PyTorch Keras, XGBoost。它還支持使用Horovod分布深度學習培訓。

更多信息,包括指令創建磚集群運行時毫升、明白了介紹磚運行時機器學習

新功能

磚的運行時5.5 LTS機器學習是建立在運行時5.5 LTS磚。在磚有什麼新信息運行時5.5 LTS,看到磚運行時5.5 LTS(不支持)發行說明。

除了庫更新磚運行時5.5 LTS機器學習引入了以下新的特點:

  • 添加了MLflowPython 1.0包

改進

  • 升級機器學習庫

    • TensorFlow升級1.12.0 1.13.1

    • PyTorch升級0.4.1 1.1.0

    • scikit-learn升級0.19.1 0.20.3

  • 單節點操作HorovodRunner

    啟用HorovodRunner隻有司機節點上運行。之前,使用HorovodRunner你必須至少運行一個司機和一個工作節點。與這種變化,您現在可以分發訓練在一個節點(即multi-GPU節點),從而更有效地利用計算資源。

棄用

hyperopt圖書館,我們棄用以下屬性hyperopt.SparkTrials:

  • SparkTrials.successful_trials_count

  • SparkTrials.failed_trials_count

  • SparkTrials.cancelled_trials_count

  • SparkTrials.total_trials_count

和取代了屬性使用以下功能:

  • SparkTrials.count_successful_trials ()

  • SparkTrials.count_failed_trials ()

  • SparkTrials.count_cancelled_trials ()

  • SparkTrials.count_total_trials ()

係統環境

磚的係統環境運行時5.5 LTS機器學習不同於磚運行時的5.5如下:

  • Python:3.6.5 Python 3集群和2.7.15 Python 2集群。

  • DBUtils:不包含庫工具(dbutils.library)

  • GPU集群,下麵的NVIDIA GPU庫:

    • CUDA 10.0

    • CUDNN 7.6.0

下麵列表中包含的庫磚運行時5.5 LTS機器學習不同於那些包含在磚5.5運行時。

頂級庫

磚機的運行時5.5 LTS學習包括以下頂級:

Python庫

磚的運行時5.5 LTS機器學習使用Conda Python包管理。因此,有重大的差異比磚安裝Python庫運行時。以下部分描述為磚Conda環境運行時為機器學習集群使用Python 5.5 LTS 2或3,和CPU或GPU-enabled機器。

Python 3對CPU集群

的名字:渠道:- - - - - -pytorch- - - - - -違約依賴關係:- - - - - -_libgcc_mutex = 0.1 =主要- - - - - -_py-xgboost-mutex = 2.0 = cpu_0- - - - - -_tflow_select = tripwire = mkl- - - - - -absl-py =是0.7.1 = py36_0- - - - - -asn1crypto = 0.24.0 = py36_0- - - - - -阿斯特=是0.7.1 = py36_0- - - - - -backcall = 0.1.0 = py36_0- - - - - -補丁= 1.0 = py_2- - - - - -bcrypt = 3.1.6 = py36h7b6447c_0- - - - - -布拉斯特區= 1.0 = mkl- - - - - -漂白劑= 2.1.3 = py36_0- - - - - -寶途= 2.48.0 = py36_1- - - - - -boto3 = 1.7.62 = py36h28b3542_1- - - - - -botocore = 1.10.62 = py36h28b3542_0- - - - - -ca證書= 2018.03.07 = 0- - - - - -certifi = 2018.4.16 = py36_0- - - - - -cffi = 1.11.5 = py36he75722e_1- - - - - -chardet = 3.0.4 = py36_1- - - - - -單擊= 7.0 = py36_0- - - - - -cloudpickle = 0.8.0 = py36_0- - - - - -彩色光= 0.3.9 = py36h489cec4_0- - - - - -configparser = 3.7.3 = py36_1- - - - - -2.2.2密碼學= = py36h14c3975_0- - - - - -周期計= 0.10.0 = py36h93f1223_0- - - - - -cython = 0.28.2 = py36h14c3975_0- - - - - -安裝裝飾= 4.3.0 = py36_0- - - - - -docutils = 0.14 = py36hb0f60f5_0- - - - - -entrypoints = 0.2.3 = py36_2- - - - - -et_xmlfile = 1.0.1 = py36hd6bccc3_0- - - - - -瓶1.0.2 = = py36_1- - - - - -freetype的= 2.8 = hab7d2ae_1- - - - - -恐嚇= 0.2.2 = py36_0- - - - - -gitdb2 = 2.0.5 = py36_0- - - - - -gitpython = 2.1.11 = py36_0- - - - - -6.1.2 gmp = = h6c8ec71_1- - - - - -grpcio = 1.12.1 = py36hdbcaa40_0- - - - - -gunicorn = 19.9.0 = py36_0- - - - - -h5py = 2.8.0 = py36h989c5e5_3- - - - - -hdf5 = 1.10.2 = hba1933b_1- - - - - -html5lib = 1.0.1 = py36_0- - - - - -icu = 58.2 = h9c2bf20_1- - - - - -idna = 2.6 = py36h82fb2a8_1- - - - - -intel-openmp = 2018.0.0 = 8- - - - - -ipython = 6.4.0 = py36_1- - - - - -ipython_genutils = 0.2.0 = py36_0- - - - - -itsdangerous = 0.24 = py36_1- - - - - -jdcal = 1.4 = py36_0- - - - - -絕地= 0.12.0 = py36_1- - - - - -jinja2 = 2.10 = py36_0- - - - - -jmespath = 0.9.4 = py_0- - - - - -jpeg = 9 b = h024ee3a_2- - - - - -jsonschema = 2.6.0 = py36_0- - - - - -jupyter_client = 5.2.3 = py36_0- - - - - -jupyter_core = 4.4.0 = py36_0- - - - - -keras = 2.2.4 = 0- - - - - -keras-applications = 1.0.8 = py_0- - - - - -keras-base = 2.2.4 = py36_0- - - - - -keras-preprocessing = 1.1.0 = py_1- - - - - -krb5 = 1.16.1 = hc83ff2d_6- - - - - -libedit = 3.1.20170329 = h6b74fdf_2- - - - - -libffi = 3.2.1 = hd88cf55_4- - - - - -libgcc-ng = 7.3.0 = hdf63c60_0- - - - - -libgfortran-ng = 7.2.0 = hdf63c60_3- - - - - -libpng = 1.6.34 = hb9fc6fc_0- - - - - -libpq = 10.4 = h1ad7b7a_0- - - - - -libprotobuf = 3.8.0 = hd408876_0- - - - - -libsodium = 1.0.16 = h1bed415_0- - - - - -libstdcxx-ng = 7.3.0 = hdf63c60_0- - - - - -libtiff = 4.0.9 = he85c1e1_2- - - - - -libxgboost = 0.90 = he6710b0_0- - - - - -libxml2 = 2.9.8 = h26e45fe_1- - - - - -libxslt = 1.1.32 = h1312cb7_0- - - - - -llvmlite = 0.23.1 = py36hdbcaa40_0- - - - - -lxml = 4.2.1 = py36h23eabaa_0準備- - - - - -尖吻鯖鯊= 1.0.10 = py_0- - - - - -減價= 3.1.1 = py36_0- - - - - -markupsafe = 1.0 = py36h14c3975_1- - - - - -使走調= 0.8.3 = py36h14c3975_1- - - - - -mkl = 2019.4 = 243- - - - - -mkl_fft = 1.0.12 = py36ha843d7b_0- - - - - -1.0.2 mkl_random = = py36hd81dba3_0- - - - - -模擬= 3.0.5 = py36_0- - - - - -msgpack-python = 0.5.6 = py36h6bb024c_1- - - - - -nbconvert = 5.3.1 = py36_0- - - - - -nbformat = 4.4.0 = py36h31c9010_0- - - - - -ncurses = 6.1 = he6710b0_1- - - - - -忍者= 1.9.0 = py36hfd86e86_0- - - - - -numba = 0.38.0 = py36h637b7d7_0- - - - - -numpy = 1.16.2 = py36h7e9f1db_0- - - - - -numpy-base = 1.16.2 = py36hde5b4d6_0- - - - - -olefile = 0.45.1 = py36_0- - - - - -openpyxl = 2.5.3 = py36_0- - - - - -openssl = 1.0.2o = h14c3975_1- - - - - -熊貓= 0.23.0 = py36h637b7d7_0- - - - - -pandocfilters = 1.4.2 = py36_1- - - - - -paramiko = 2.4.2 = py36_0- - - - - -parso = 0.2.0 = py36_0- - - - - -2.3.2 pathlib2 = = py36_0- - - - - -容易受騙的人= 0.5.0 = py36_0- - - - - -pexpect = 4.5.0 = py36_0- - - - - -pickleshare = 0.7.4 = py36_0- - - - - -枕頭= 5.1.0 = py36h3deb7b8_0- - - - - -皮普= 10.0.1 = py36_0- - - - - -厚度= 3.11 = py36_0- - - - - -prompt_toolkit = 1.0.15 = py36h17d85b1_0- - - - - -protobuf = 3.8.0 = py36he6710b0_0- - - - - -psycopg2 = 2.7.5 = py36hb7f436b_0- - - - - -ptyprocess = 0.5.2 = py36h69acd42_0- - - - - -py-xgboost = 0.90 = py36he6710b0_0- - - - - -py-xgboost-cpu = 0.90 = py36_0- - - - - -pyasn1 = 0.4.5 = py_0- - - - - -pycparser = 2.18 = py36_1- - - - - -pygments = 2.2.0 = py36_0- - - - - -= py36h7b6447c_0 1.3.0 pynacl =版本- - - - - -pyopenssl = 18.0.0 = py36_0- - - - - -pyparsing = 2.2.0 = py36_1- - - - - -pysocks = 1.6.8 = py36_0- - - - - -python = 3.6.5 = hc3d631a_2- - - - - -python-dateutil = 2.7.3 = py36_0- - - - - -python編輯器的1.0.4 = = py_0- - - - - -pytz = 2018.4 = py36_0- - - - - -pyyaml = 5.1 = py36h7b6447c_0- - - - - -pyzmq = 17.0.0 = py36h14c3975_3- - - - - -readline = 7.0 = h7b6447c_5- - - - - -= 2.18.4 = py36he2e5f8d_1請求- - - - - -s3transfer = 0.1.13 = py36_0- - - - - -scikit-learn = 0.20.3 = py36hd81dba3_0- - - - - -scipy = 1.1.0 = py36h7c811a0_2- - - - - -setuptools = 39.1.0 = py36_0- - - - - -simplegeneric = 0.8.1 = py36_2- - - - - -simplejson = 3.16.0 = py36h14c3975_0- - - - - -singledispatch = 3.4.0.3 = py36_0- - - - - -6 = 1.11.0 = py36_1- - - - - -smmap2 = 2.0.5 = py36_0- - - - - -sqlite = 3.23.1 = he433501_0- - - - - -sqlparse = 0.3.0 = py_0- - - - - -statsmodels = 0.9.0 = py36h035aef0_0- - - - - -彙總= 0.8.3 = py36_0- - - - - -tensorboard = 1.13.1 = py36hf484d3e_0- - - - - -tensorflow = 1.13.1 = mkl_py36h27d456a_0- - - - - -tensorflow-base = 1.13.1 = mkl_py36h7ce6ba3_0- - - - - -tensorflow-estimator = 1.13.0 = py_0- - - - - -tensorflow-mkl = 1.13.1 = h4fcabd2_0- - - - - -termcolor = 1.1.0 = py36_1- - - - - -testpath = 0.3.1 = py36h8cadb63_0- - - - - -tk = 8.6.7 = hc745277_3- - - - - -龍卷風= 5.0.2 = py36h14c3975_0- - - - - -traitlets = 4.3.2 = py36_0- - - - - -urllib3 = 1.22 = py36hbe7ace6_0- - - - - -virtualenv = 16.0.0 = py36_0- - - - - -wcwidth = 0.1.7 = py36hdf4376a_0- - - - - -webencodings = 0.5.1 = py36_1- - - - - -werkzeug = 0.14.1 = py36_0- - - - - -輪= 0.31.1 = py36_0- - - - - -打包= 1.11.1 = py36h7b6447c_0- - - - - -xz = 5.2.4 = h14c3975_4- - - - - -yaml = 0.1.7 = had09818_2- - - - - -zeromq = 4.2.5 = hf484d3e_1- - - - - -zlib = 1.2.11 = h7b6447c_3- - - - - -pytorch-cpu = 1.1.0 = py3.6_cpu_0- - - - - -torchvision-cpu = 0.3.0 = py36_cuNone_1- - - - - -皮普:- - - - - -databricks-cli = = 0.8.7- - - - - -碼頭工人= = 4.0.2- - - - - -fusepy = = 2.0.4- - - - - -未來= = 0.17.1- - - - - -horovod = = 0.16.4- - - - - -hyperopt = = 0.1.2.db6- - - - - -kiwisolver = = 1.1.0- - - - - -2.2.2 matplotlib = =- - - - - -mleap = = 0.8.1- - - - - -mlflow = = 1.0.0- - - - - -msgpack = = 0.5.6- - - - - -networkx = = 2.2- - - - - -鼻子= = 1.3.7- - - - - -nose-exclude = = 0.5.0- - - - - -psutil = = 5.6.3- - - - - -pyarrow = = 0.13.0- - - - - -pymongo = = 3.8.0- - - - - -querystring-parser = = 1.2.3- - - - - -seaborn = = 0.8.1- - - - - -tensorboardx = = 1.7- - - - - -torchvision = = 0.3.0- - - - - -tqdm = = 4.32.2- - - - - -websocket-client = = 0.56.0前綴:/磚/ python3

Python 3在GPU集群

的名字:渠道:- - - - - -pytorch- - - - - -- - - - - -違約依賴關係:- - - - - -tensorflow = 1.13.1.db1 = gpu_py36h2903d8e_0- - - - - -tensorflow-base = 1.13.1.db1 = gpu_py36he292aa2_0- - - - - -tensorflow-gpu = 1.13.1.db1 = h0d30ee6_0- - - - - -_libgcc_mutex = 0.1 =主要- - - - - -_py-xgboost-mutex = 1.0 = gpu_0- - - - - -_tflow_select = 2.1.0 = gpu- - - - - -absl-py =是0.7.1 = py36_0- - - - - -asn1crypto = 0.24.0 = py36_0- - - - - -阿斯特=是0.7.1 = py36_0- - - - - -backcall = 0.1.0 = py36_0- - - - - -補丁= 1.0 = py_2- - - - - -bcrypt = 3.1.6 = py36h7b6447c_0- - - - - -布拉斯特區= 1.0 = mkl- - - - - -漂白劑= 2.1.3 = py36_0- - - - - -寶途= 2.48.0 = py36_1- - - - - -boto3 = 1.7.62 = py36h28b3542_1- - - - - -botocore = 1.10.62 = py36h28b3542_0- - - - - -ca證書= 2018.03.07 = 0- - - - - -certifi = 2018.4.16 = py36_0- - - - - -cffi = 1.11.5 = py36he75722e_1- - - - - -chardet = 3.0.4 = py36_1- - - - - -單擊= 7.0 = py36_0- - - - - -cloudpickle = 0.8.0 = py36_0- - - - - -彩色光= 0.3.9 = py36h489cec4_0- - - - - -configparser = 3.7.3 = py36_1- - - - - -2.2.2密碼學= = py36h14c3975_0- - - - - -cudnn = 7.6.0 = cuda10.0_0- - - - - -cupti = 10.0.130 = 0- - - - - -周期計= 0.10.0 = py36_0- - - - - -cython = 0.28.2 = py36h14c3975_0- - - - - -安裝裝飾= 4.3.0 = py36_0- - - - - -docutils = 0.14 = py36_0- - - - - -entrypoints = 0.2.3 = py36_2- - - - - -et_xmlfile = 1.0.1 = py36hd6bccc3_0- - - - - -瓶1.0.2 = = py36_1- - - - - -freetype的= 2.8 = hab7d2ae_1- - - - - -恐嚇= 0.2.2 = py36_0- - - - - -gitdb2 = 2.0.5 = py36_0- - - - - -gitpython = 2.1.11 = py36_0- - - - - -6.1.2 gmp = = h6c8ec71_1- - - - - -grpcio = 1.12.1 = py36hdbcaa40_0- - - - - -gunicorn = 19.9.0 = py36_0- - - - - -h5py = 2.8.0 = py36h989c5e5_3- - - - - -hdf5 = 1.10.2 = hba1933b_1- - - - - -html5lib = 1.0.1 = py36_0- - - - - -icu = 58.2 = h9c2bf20_1- - - - - -idna = 2.6 = py36h82fb2a8_1- - - - - -intel-openmp = 2018.0.0 = 8- - - - - -ipython = 6.4.0 = py36_1- - - - - -ipython_genutils = 0.2.0 = py36hb52b0d5_0- - - - - -itsdangerous = 0.24 = py36_1- - - - - -jdcal = 1.4 = py36_0- - - - - -絕地= 0.12.0 = py36_1- - - - - -jinja2 = 2.10 = py36_0- - - - - -jmespath = 0.9.4 = py_0- - - - - -jpeg = 9 b = h024ee3a_2- - - - - -jsonschema = 2.6.0 = py36_0- - - - - -jupyter_client = 5.2.3 = py36_0- - - - - -jupyter_core = 4.4.0 = py36_0- - - - - -keras = 2.2.4 = 0- - - - - -keras-applications = 1.0.8 = py_0- - - - - -keras-base = 2.2.4 = py36_0- - - - - -keras-preprocessing = 1.1.0 = py_1- - - - - -krb5 = 1.16.1 = hc83ff2d_6- - - - - -libedit = 3.1.20170329 = h6b74fdf_2- - - - - -libffi = 3.2.1 = hd88cf55_4- - - - - -libgcc-ng = 7.3.0 = hdf63c60_0- - - - - -libgfortran-ng = 7.2.0 = hdf63c60_3- - - - - -libpng = 1.6.34 = hb9fc6fc_0- - - - - -libpq = 10.4 = h1ad7b7a_0- - - - - -libprotobuf = 3.8.0 = hd408876_0- - - - - -libsodium = 1.0.16 = h1bed415_0- - - - - -libstdcxx-ng = 7.3.0 = hdf63c60_0- - - - - -libtiff = 4.0.9 = he85c1e1_2- - - - - -libxgboost = 0.90 = h688424c_0- - - - - -libxml2 = 2.9.8 = h26e45fe_1- - - - - -libxslt = 1.1.32 = h1312cb7_0- - - - - -llvmlite = 0.23.1 = py36hdbcaa40_0- - - - - -lxml = 4.2.1 = py36h23eabaa_0準備- - - - - -尖吻鯖鯊= 1.0.10 = py_0- - - - - -減價= 3.1.1 = py36_0- - - - - -markupsafe = 1.0 = py36h14c3975_1- - - - - -使走調= 0.8.3 = py36h14c3975_1- - - - - -mkl = 2019.4 = 243- - - - - -mkl_fft = 1.0.12 = py36ha843d7b_0- - - - - -1.0.2 mkl_random = = py36hd81dba3_0- - - - - -模擬= 3.0.5 = py36_0- - - - - -msgpack-python = 0.5.6 = py36h6bb024c_1- - - - - -nbconvert = 5.3.1 = py36_0- - - - - -nbformat = 4.4.0 = py36h31c9010_0- - - - - -ncurses = 6.1 = he6710b0_1- - - - - -忍者= 1.9.0 = py36hfd86e86_0- - - - - -numba = 0.38.0 = py36h637b7d7_0- - - - - -numpy = 1.16.2 = py36h7e9f1db_0- - - - - -numpy-base = 1.16.2 = py36hde5b4d6_0- - - - - -olefile = 0.45.1 = py36_0- - - - - -openpyxl = 2.5.3 = py36_0- - - - - -openssl = 1.0.2o = h14c3975_1- - - - - -熊貓= 0.23.0 = py36h637b7d7_0- - - - - -pandocfilters = 1.4.2 = py36_1- - - - - -paramiko = 2.4.2 = py36_0- - - - - -parso = 0.2.0 = py36_0- - - - - -2.3.2 pathlib2 = = py36_0- - - - - -容易受騙的人= 0.5.0 = py36_0- - - - - -pexpect = 4.5.0 = py36_0- - - - - -pickleshare = 0.7.4 = py36h63277f8_0- - - - - -枕頭= 5.1.0 = py36h3deb7b8_0- - - - - -皮普= 10.0.1 = py36_0- - - - - -厚度= 3.11 = py36_0- - - - - -prompt_toolkit = 1.0.15 = py36_0- - - - - -protobuf = 3.8.0 = py36he6710b0_0- - - - - -psycopg2 = 2.7.5 = py36hb7f436b_0- - - - - -ptyprocess = 0.5.2 = py36h69acd42_0- - - - - -py-xgboost = 0.90 = py36h688424c_0- - - - - -py-xgboost-gpu = 0.90 = py36h28bbb66_0- - - - - -pyasn1 = 0.4.5 = py_0- - - - - -pycparser = 2.18 = py36_1- - - - - -pygments = 2.2.0 = py36_0- - - - - -= py36h7b6447c_0 1.3.0 pynacl =版本- - - - - -pyopenssl = 18.0.0 = py36_0- - - - - -pyparsing = 2.2.0 = py36_1- - - - - -pysocks = 1.6.8 = py36_0- - - - - -python = 3.6.5 = hc3d631a_2- - - - - -python-dateutil = 2.7.3 = py36_0- - - - - -python編輯器的1.0.4 = = py_0- - - - - -pytz = 2018.4 = py36_0- - - - - -pyyaml = 5.1 = py36h7b6447c_0- - - - - -pyzmq = 17.0.0 = py36h14c3975_3- - - - - -readline = 7.0 = h7b6447c_5- - - - - -= 2.18.4 = py36he2e5f8d_1請求- - - - - -s3transfer = 0.1.13 = py36_0- - - - - -scikit-learn = 0.20.3 = py36hd81dba3_0- - - - - -scipy = 1.1.0 = py36h7c811a0_2- - - - - -setuptools = 39.1.0 = py36_0- - - - - -simplegeneric = 0.8.1 = py36_2- - - - - -simplejson = 3.16.0 = py36h14c3975_0- - - - - -singledispatch = 3.4.0.3 = py36h7a266c3_0- - - - - -6 = 1.11.0 = py36_1- - - - - -smmap2 = 2.0.5 = py36_0- - - - - -sqlite = 3.23.1 = he433501_0- - - - - -sqlparse = 0.3.0 = py_0- - - - - -statsmodels = 0.9.0 = py36h035aef0_0- - - - - -彙總= 0.8.3 = py36_0- - - - - -tensorboard = 1.13.1 = py36hf484d3e_0- - - - - -tensorflow-estimator = 1.13.0 = py_0- - - - - -termcolor = 1.1.0 = py36_1- - - - - -testpath = 0.3.1 = py36_0- - - - - -tk = 8.6.7 = hc745277_3- - - - - -龍卷風= 5.0.2 = py36h14c3975_0- - - - - -traitlets = 4.3.2 = py36h674d592_0- - - - - -urllib3 = 1.22 = py36hbe7ace6_0- - - - - -virtualenv = 16.0.0 = py36_0- - - - - -wcwidth = 0.1.7 = py36hdf4376a_0- - - - - -webencodings = 0.5.1 = py36_1- - - - - -werkzeug = 0.14.1 = py36_0- - - - - -輪= 0.31.1 = py36_0- - - - - -打包= 1.11.1 = py36h7b6447c_0- - - - - -xz = 5.2.4 = h14c3975_4- - - - - -yaml = 0.1.7 = had09818_2- - - - - -zeromq = 4.2.5 = hf484d3e_1- - - - - -zlib = 1.2.11 = h7b6447c_3- - - - - -pytorch = 1.1.0 = py3.6_cuda10.0.130_cudnn7.5.1_0- - - - - -torchvision = 0.3.0 = py36_cu10.0.130_1- - - - - -皮普:- - - - - -databricks-cli = = 0.8.7- - - - - -碼頭工人= = 4.0.2- - - - - -fusepy = = 2.0.4- - - - - -未來= = 0.17.1- - - - - -horovod = = 0.16.4- - - - - -hyperopt = = 0.1.2.db6- - - - - -kiwisolver = = 1.1.0- - - - - -2.2.2 matplotlib = =- - - - - -mleap = = 0.8.1- - - - - -mlflow = = 1.0.0- - - - - -msgpack = = 0.5.6- - - - - -networkx = = 2.2- - - - - -鼻子= = 1.3.7- - - - - -nose-exclude = = 0.5.0- - - - - -psutil = = 5.6.3- - - - - -pyarrow = = 0.13.0- - - - - -pymongo = = 3.8.0- - - - - -querystring-parser = = 1.2.3- - - - - -seaborn = = 0.8.1- - - - - -tensorboardx = = 1.7- - - - - -tqdm = = 4.32.2- - - - - -websocket-client = = 0.56.0前綴:/磚/ python3

Python 2對CPU集群

的名字:渠道:- - - - - -pytorch- - - - - -違約依賴關係:- - - - - -_libgcc_mutex = 0.1 =主要- - - - - -_py-xgboost-mutex = 2.0 = cpu_0- - - - - -_tflow_select = tripwire = mkl- - - - - -absl-py =是0.7.1 = py27_0- - - - - -asn1crypto = 0.24.0 = py27_0- - - - - -阿斯特=是0.7.1 = py27_0- - - - - -補丁= 1.0 = py_2- - - - - -backports.shutil_get_terminal_size = 1.0.0 = py27_2- - - - - -backports.weakref = 1.0.post1 = py_1- - - - - -backports_abc = 0.5 = py_0- - - - - -bcrypt = 3.1.6 = py27h7b6447c_0- - - - - -布拉斯特區= 1.0 = mkl- - - - - -漂白劑= 2.1.3 = py27_0- - - - - -寶途= 2.48.0 = py27_1- - - - - -boto3 = 1.7.62 = py27h28b3542_1- - - - - -botocore = 1.10.62 = py27h28b3542_0- - - - - -ca證書= 2018.03.07 = 0- - - - - -certifi = 2018.4.16 = py27_0- - - - - -cffi = 1.11.5 = py27he75722e_1- - - - - -chardet = 3.0.4 = py27_1- - - - - -單擊= 7.0 = py27_0- - - - - -cloudpickle = 0.8.0 = py27_0- - - - - -彩色光= 0.3.9 = py27h5cde069_0- - - - - -configparser = 3.7.3 = py27_1- - - - - -2.2.2密碼學= = py27h14c3975_0- - - - - -周期計= 0.10.0 = py27hc7354d3_0- - - - - -cython = 0.28.2 = py27h14c3975_0- - - - - -安裝裝飾= 4.3.0 = py27_0- - - - - -docutils = 0.14 = py27_0- - - - - -entrypoints = 0.2.3 = py27_2- - - - - -enum34 = 1.1.6 = py27_1- - - - - -et_xmlfile = 1.0.1 = py27_0- - - - - -瓶1.0.2 = = py27_1- - - - - -freetype的= 2.8 = hab7d2ae_1- - - - - -1.0.2 funcsigs = = py27_0- - - - - -functools32 = 3.2.3.2 = py27_1- - - - - -未來= 0.17.1 = py27_0- - - - - -期貨= 3.2.0 = py27_0- - - - - -恐嚇= 0.2.2 = py27_0- - - - - -gitdb2 = 2.0.5 = py27_0- - - - - -gitpython = 2.1.11 = py27_0- - - - - -6.1.2 gmp = = h6c8ec71_1- - - - - -grpcio = 1.12.1 = py27hdbcaa40_0- - - - - -gunicorn = 19.9.0 = py27_0- - - - - -h5py = 2.8.0 = py27h989c5e5_3- - - - - -hdf5 = 1.10.2 = hba1933b_1- - - - - -html5lib = 1.0.1 = py27_0- - - - - -icu = 58.2 = h9c2bf20_1- - - - - -idna = 2.6 = py27h5722d68_1- - - - - -intel-openmp = 2018.0.0 = 8- - - - - -ipaddress = 1.0.22 = py27_0- - - - - -ipython = 5.7.0 = py27_0- - - - - -ipython_genutils = 0.2.0 = py27_0- - - - - -itsdangerous = 0.24 = py27_1- - - - - -jdcal = 1.4 = py27_0- - - - - -jinja2 = 2.10 = py27_0- - - - - -jmespath = 0.9.4 = py_0- - - - - -jpeg = 9 b = h024ee3a_2- - - - - -jsonschema = 2.6.0 = py27h7ed5aa4_0- - - - - -jupyter_client = 5.2.3 = py27_0- - - - - -jupyter_core = 4.4.0 = py27_0- - - - - -keras = 2.2.4 = 0- - - - - -keras-applications = 1.0.8 = py_0- - - - - -keras-base = 2.2.4 = py27_0- - - - - -keras-preprocessing = 1.1.0 = py_1- - - - - -krb5 = 1.16.1 = hc83ff2d_6- - - - - -libedit = 3.1.20170329 = h6b74fdf_2- - - - - -libffi = 3.2.1 = hd88cf55_4- - - - - -libgcc-ng = 7.3.0 = hdf63c60_0- - - - - -libgfortran-ng = 7.2.0 = hdf63c60_3- - - - - -libpng = 1.6.34 = hb9fc6fc_0- - - - - -libpq = 10.4 = h1ad7b7a_0- - - - - -libprotobuf = 3.8.0 = hd408876_0- - - - - -libsodium = 1.0.16 = h1bed415_0- - - - - -libstdcxx-ng = 7.3.0 = hdf63c60_0- - - - - -libtiff = 4.0.9 = he85c1e1_2- - - - - -libxgboost = 0.90 = he6710b0_0- - - - - -libxml2 = 2.9.8 = h26e45fe_1- - - - - -libxslt = 1.1.32 = h1312cb7_0- - - - - -linecache2 = 1.0.0 = py27_0- - - - - -llvmlite = 0.23.1 = py27hdbcaa40_0- - - - - -lxml = 4.2.1 = py27h23eabaa_0準備- - - - - -尖吻鯖鯊= 1.0.10 = py_0- - - - - -減價= 3.1.1 = py27_0- - - - - -markupsafe = 1.0 = py27h14c3975_1- - - - - -使走調= 0.8.3 = py27h14c3975_1- - - - - -mkl = 2019.4 = 243- - - - - -mkl_fft = 1.0.12 = py27ha843d7b_0- - - - - -1.0.2 mkl_random = = py27hd81dba3_0- - - - - -模擬= 3.0.5 = py27_0- - - - - -msgpack-python = 0.5.6 = py27h6bb024c_1- - - - - -nbconvert = 5.3.1 = py27_0- - - - - -nbformat = 4.4.0 = py27hed7f2b2_0- - - - - -ncurses = 6.1 = he6710b0_1- - - - - -忍者= 1.9.0 = py27hfd86e86_0- - - - - -numba = 0.38.0 = py27h637b7d7_0- - - - - -numpy = 1.16.2 = py27h7e9f1db_0- - - - - -numpy-base = 1.16.2 = py27hde5b4d6_0- - - - - -olefile = 0.45.1 = py27_0- - - - - -openpyxl = 2.5.3 = py27_0- - - - - -openssl = 1.0.2o = h14c3975_1- - - - - -熊貓= 0.23.0 = py27h637b7d7_0- - - - - -pandocfilters = 1.4.2 = py27_1- - - - - -paramiko = 2.4.2 = py27_0- - - - - -2.3.2 pathlib2 = = py27_0- - - - - -容易受騙的人= 0.5.0 = py27_0- - - - - -pexpect = 4.5.0 = py27_0- - - - - -pickleshare = 0.7.4 = py27_0- - - - - -枕頭= 5.1.0 = py27h3deb7b8_0- - - - - -皮普= 10.0.1 = py27_0- - - - - -厚度= 3.11 = py27_0- - - - - -prompt_toolkit = 1.0.15 = py27_0- - - - - -protobuf = 3.8.0 = py27he6710b0_0- - - - - -psycopg2 = 2.7.5 = py27hb7f436b_0- - - - - -ptyprocess = 0.5.2 = py27h4ccb14c_0- - - - - -py-xgboost = 0.90 = py27he6710b0_0- - - - - -py-xgboost-cpu = 0.90 = py27_0- - - - - -pyasn1 = 0.4.5 = py_0- - - - - -pycparser = 2.18 = py27_1- - - - - -pygments = 2.2.0 = py27_0- - - - - -= py27h7b6447c_0 1.3.0 pynacl =版本- - - - - -pyopenssl = 18.0.0 = py27_0- - - - - -pyparsing = 2.2.0 = py27_1- - - - - -pysocks = 1.6.8 = py27_0- - - - - -python = 2.7.15 = h1571d57_0- - - - - -python-dateutil = 2.7.3 = py27_0- - - - - -python編輯器的1.0.4 = = py_0- - - - - -pytz = 2018.4 = py27_0- - - - - -pyyaml = 5.1 = py27h7b6447c_0- - - - - -pyzmq = 17.0.0 = py27h14c3975_3- - - - - -readline = 7.0 = h7b6447c_5- - - - - -= 2.18.4 = py27hc5b0589_1請求- - - - - -s3transfer = 0.1.13 = py27_0- - - - - -scandir = 1.7 = py27h14c3975_0- - - - - -scikit-learn = 0.20.3 = py27hd81dba3_0- - - - - -scipy = 1.1.0 = py27h7c811a0_2- - - - - -setuptools = 39.1.0 = py27_0- - - - - -simplegeneric = 0.8.1 = py27_2- - - - - -simplejson = 3.16.0 = py27h14c3975_0- - - - - -singledispatch = 3.4.0.3 = py27_0- - - - - -6 = 1.11.0 = py27_1- - - - - -smmap2 = 2.0.5 = py27_0- - - - - -sqlite = 3.23.1 = he433501_0- - - - - -sqlparse = 0.3.0 = py_0- - - - - -statsmodels = 0.9.0 = py27h035aef0_0- - - - - -彙總= 0.8.3 = py27_0- - - - - -tensorboard = 1.13.1 = py27hf484d3e_0- - - - - -tensorflow = 1.13.1 = mkl_py27h74ee40f_0- - - - - -tensorflow-base = 1.13.1 = mkl_py27h7ce6ba3_0- - - - - -tensorflow-estimator = 1.13.0 = py_0- - - - - -tensorflow-mkl = 1.13.1 = h4fcabd2_0- - - - - -termcolor = 1.1.0 = py27_1- - - - - -testpath = 0.3.1 = py27hc38d2c4_0- - - - - -tk = 8.6.7 = hc745277_3- - - - - -龍卷風= 5.0.2 = py27h14c3975_0- - - - - -traceback2 = 1.4.0 = py27_0- - - - - -traitlets = 4.3.2 = py27_0- - - - - -unittest2 = 1.1.0 = py27_0- - - - - -urllib3 = 1.22 = py27ha55213b_0- - - - - -virtualenv = 16.0.0 = py27_0- - - - - -wcwidth = 0.1.7 = py27h9e3e1ab_0- - - - - -webencodings = 0.5.1 = py27_1- - - - - -werkzeug = 0.14.1 = py27_0- - - - - -輪= 0.31.1 = py27_0- - - - - -打包= 1.11.1 = py27h7b6447c_0- - - - - -xz = 5.2.4 = h14c3975_4- - - - - -yaml = 0.1.7 = had09818_2- - - - - -zeromq = 4.2.5 = hf484d3e_1- - - - - -zlib = 1.2.11 = h7b6447c_3- - - - - -pytorch-cpu = 1.1.0 = py2.7_cpu_0- - - - - -torchvision-cpu = 0.3.0 = py27_cuNone_1- - - - - -皮普:- - - - - -backports.functools-lru-cache = = 1.5- - - - - -backports.ssl-match-hostname = = 3.7.0.1- - - - - -databricks-cli = = 0.8.7- - - - - -碼頭工人= = 4.0.2- - - - - -fusepy = = 2.0.4- - - - - -horovod = = 0.16.4- - - - - -hyperopt = = 0.1.2.db6- - - - - -kiwisolver = = 1.1.0- - - - - -2.2.2 matplotlib = =- - - - - -mleap = = 0.8.1- - - - - -mlflow = = 1.0.0- - - - - -msgpack = = 0.5.6- - - - - -networkx = = 2.2- - - - - -鼻子= = 1.3.7- - - - - -nose-exclude = = 0.5.0- - - - - -psutil = = 5.6.3- - - - - -pyarrow = = 0.13.0- - - - - -pymongo = = 3.8.0- - - - - -querystring-parser = = 1.2.3- - - - - -seaborn = = 0.8.1- - - - - -subprocess32 = = 3.5.4- - - - - -tensorboardx = = 1.7- - - - - -torchvision = = 0.3.0- - - - - -tqdm = = 4.32.2- - - - - -websocket-client = = 0.56.0前綴:/磚/ python2

Python 2 GPU集群

的名字:渠道:- - - - - -- - - - - -pytorch- - - - - -違約依賴關係:- - - - - -tensorflow = 1.13.1.db1 = gpu_py27h8e347d7_0- - - - - -tensorflow-base = 1.13.1.db1 = gpu_py27he292aa2_0- - - - - -tensorflow-gpu = 1.13.1.db1 = h0d30ee6_0- - - - - -_libgcc_mutex = 0.1 =主要- - - - - -_py-xgboost-mutex = 1.0 = gpu_0- - - - - -_tflow_select = 2.1.0 = gpu- - - - - -absl-py =是0.7.1 = py27_0- - - - - -asn1crypto = 0.24.0 = py27_0- - - - - -阿斯特=是0.7.1 = py27_0- - - - - -補丁= 1.0 = py_2- - - - - -backports.shutil_get_terminal_size = 1.0.0 = py27_2- - - - - -backports.weakref = 1.0.post1 = py_1- - - - - -backports_abc = 0.5 = py_0- - - - - -bcrypt = 3.1.6 = py27h7b6447c_0- - - - - -布拉斯特區= 1.0 = mkl- - - - - -漂白劑= 2.1.3 = py27_0- - - - - -寶途= 2.48.0 = py27_1- - - - - -boto3 = 1.7.62 = py27h28b3542_1- - - - - -botocore = 1.10.62 = py27h28b3542_0- - - - - -ca證書= 2018.03.07 = 0- - - - - -certifi = 2018.4.16 = py27_0- - - - - -cffi = 1.11.5 = py27he75722e_1- - - - - -chardet = 3.0.4 = py27_1- - - - - -單擊= 7.0 = py27_0- - - - - -cloudpickle = 0.8.0 = py27_0- - - - - -彩色光= 0.3.9 = py27_0- - - - - -configparser = 3.7.3 = py27_1- - - - - -2.2.2密碼學= = py27h14c3975_0- - - - - -cudnn = 7.6.0 = cuda10.0_0- - - - - -cupti = 10.0.130 = 0- - - - - -周期計= 0.10.0 = py27_0- - - - - -cython = 0.28.2 = py27h14c3975_0- - - - - -安裝裝飾= 4.3.0 = py27_0- - - - - -docutils = 0.14 = py27hae222c1_0- - - - - -entrypoints = 0.2.3 = py27_2- - - - - -enum34 = 1.1.6 = py27_1- - - - - -et_xmlfile = 1.0.1 = py27h75840f5_0- - - - - -瓶1.0.2 = = py27_1- - - - - -freetype的= 2.8 = hab7d2ae_1- - - - - -1.0.2 funcsigs = = py27_0- - - - - -functools32 = 3.2.3.2 = py27_1- - - - - -未來= 0.17.1 = py27_0- - - - - -期貨= 3.2.0 = py27_0- - - - - -恐嚇= 0.2.2 = py27_0- - - - - -gitdb2 = 2.0.5 = py27_0- - - - - -gitpython = 2.1.11 = py27_0- - - - - -6.1.2 gmp = = h6c8ec71_1- - - - - -grpcio = 1.12.1 = py27hdbcaa40_0- - - - - -gunicorn = 19.9.0 = py27_0- - - - - -h5py = 2.8.0 = py27h989c5e5_3- - - - - -hdf5 = 1.10.2 = hba1933b_1- - - - - -html5lib = 1.0.1 = py27_0- - - - - -icu = 58.2 = h9c2bf20_1- - - - - -idna = 2.6 = py27h5722d68_1- - - - - -intel-openmp = 2018.0.0 = 8- - - - - -ipaddress = 1.0.22 = py27_0- - - - - -ipython = 5.7.0 = py27_0- - - - - -ipython_genutils = 0.2.0 = py27h89fb69b_0- - - - - -itsdangerous = 0.24 = py27_1- - - - - -jdcal = 1.4 = py27_0- - - - - -jinja2 = 2.10 = py27_0- - - - - -jmespath = 0.9.4 = py_0- - - - - -jpeg = 9 b = h024ee3a_2- - - - - -jsonschema = 2.6.0 = py27h7ed5aa4_0- - - - - -jupyter_client = 5.2.3 = py27_0- - - - - -jupyter_core = 4.4.0 = py27_0- - - - - -keras = 2.2.4 = 0- - - - - -keras-applications = 1.0.8 = py_0- - - - - -keras-base = 2.2.4 = py27_0- - - - - -keras-preprocessing = 1.1.0 = py_1- - - - - -krb5 = 1.16.1 = hc83ff2d_6- - - - - -libedit = 3.1.20170329 = h6b74fdf_2- - - - - -libffi = 3.2.1 = hd88cf55_4- - - - - -libgcc-ng = 7.3.0 = hdf63c60_0- - - - - -libgfortran-ng = 7.2.0 = hdf63c60_3- - - - - -libpng = 1.6.34 = hb9fc6fc_0- - - - - -libpq = 10.4 = h1ad7b7a_0- - - - - -libprotobuf = 3.8.0 = hd408876_0- - - - - -libsodium = 1.0.16 = h1bed415_0- - - - - -libstdcxx-ng = 7.3.0 = hdf63c60_0- - - - - -libtiff = 4.0.9 = he85c1e1_2- - - - - -libxgboost = 0.90 = h688424c_0- - - - - -libxml2 = 2.9.8 = h26e45fe_1- - - - - -libxslt = 1.1.32 = h1312cb7_0- - - - - -linecache2 = 1.0.0 = py27_0- - - - - -llvmlite = 0.23.1 = py27hdbcaa40_0- - - - - -lxml = 4.2.1 = py27h23eabaa_0準備- - - - - -尖吻鯖鯊= 1.0.10 = py_0- - - - - -減價= 3.1.1 = py27_0- - - - - -markupsafe = 1.0 = py27h14c3975_1- - - - - -使走調= 0.8.3 = py27h14c3975_1- - - - - -mkl = 2019.4 = 243- - - - - -mkl_fft = 1.0.12 = py27ha843d7b_0- - - - - -1.0.2 mkl_random = = py27hd81dba3_0- - - - - -模擬= 3.0.5 = py27_0- - - - - -msgpack-python = 0.5.6 = py27h6bb024c_1- - - - - -nbconvert = 5.3.1 = py27_0- - - - - -nbformat = 4.4.0 = py27hed7f2b2_0- - - - - -ncurses = 6.1 = he6710b0_1- - - - - -忍者= 1.9.0 = py27hfd86e86_0- - - - - -numba = 0.38.0 = py27h637b7d7_0- - - - - -numpy = 1.16.2 = py27h7e9f1db_0- - - - - -numpy-base = 1.16.2 = py27hde5b4d6_0- - - - - -olefile = 0.45.1 = py27_0- - - - - -openpyxl = 2.5.3 = py27_0- - - - - -openssl = 1.0.2o = h14c3975_1- - - - - -熊貓= 0.23.0 = py27h637b7d7_0- - - - - -pandocfilters = 1.4.2 = py27_1- - - - - -paramiko = 2.4.2 = py27_0- - - - - -2.3.2 pathlib2 = = py27_0- - - - - -容易受騙的人= 0.5.0 = py27_0- - - - - -pexpect = 4.5.0 = py27_0- - - - - -pickleshare = 0.7.4 = py27h09770e1_0- - - - - -枕頭= 5.1.0 = py27h3deb7b8_0- - - - - -皮普= 10.0.1 = py27_0- - - - - -厚度= 3.11 = py27_0- - - - - -prompt_toolkit = 1.0.15 = py27_0- - - - - -protobuf = 3.8.0 = py27he6710b0_0- - - - - -psycopg2 = 2.7.5 = py27hb7f436b_0- - - - - -ptyprocess = 0.5.2 = py27h4ccb14c_0- - - - - -py-xgboost = 0.90 = py27h688424c_0- - - - - -py-xgboost-gpu = 0.90 = py27h28bbb66_0- - - - - -pyasn1 = 0.4.5 = py_0- - - - - -pycparser = 2.18 = py27_1- - - - - -pygments = 2.2.0 = py27_0- - - - - -= py27h7b6447c_0 1.3.0 pynacl =版本- - - - - -pyopenssl = 18.0.0 = py27_0- - - - - -pyparsing = 2.2.0 = py27_1- - - - - -pysocks = 1.6.8 = py27_0- - - - - -python = 2.7.15 = h1571d57_0- - - - - -python-dateutil = 2.7.3 = py27_0- - - - - -python編輯器的1.0.4 = = py_0- - - - - -pytz = 2018.4 = py27_0- - - - - -pyyaml = 5.1 = py27h7b6447c_0- - - - - -pyzmq = 17.0.0 = py27h14c3975_3- - - - - -readline = 7.0 = h7b6447c_5- - - - - -= 2.18.4 = py27hc5b0589_1請求- - - - - -s3transfer = 0.1.13 = py27_0- - - - - -scandir = 1.7 = py27h14c3975_0- - - - - -scikit-learn = 0.20.3 = py27hd81dba3_0- - - - - -scipy = 1.1.0 = py27h7c811a0_2- - - - - -setuptools = 39.1.0 = py27_0- - - - - -simplegeneric = 0.8.1 = py27_2- - - - - -simplejson = 3.16.0 = py27h14c3975_0- - - - - -singledispatch = 3.4.0.3 = py27h9bcb476_0- - - - - -6 = 1.11.0 = py27_1- - - - - -smmap2 = 2.0.5 = py27_0- - - - - -sqlite = 3.23.1 = he433501_0- - - - - -sqlparse = 0.3.0 = py_0- - - - - -statsmodels = 0.9.0 = py27h035aef0_0- - - - - -彙總= 0.8.3 = py27_0- - - - - -tensorboard = 1.13.1 = py27hf484d3e_0- - - - - -tensorflow-estimator = 1.13.0 = py_0- - - - - -termcolor = 1.1.0 = py27_1- - - - - -testpath = 0.3.1 = py27_0- - - - - -tk = 8.6.7 = hc745277_3- - - - - -龍卷風= 5.0.2 = py27h14c3975_0- - - - - -traceback2 = 1.4.0 = py27_0- - - - - -traitlets = 4.3.2 = py27hd6ce930_0- - - - - -unittest2 = 1.1.0 = py27_0- - - - - -urllib3 = 1.22 = py27ha55213b_0- - - - - -virtualenv = 16.0.0 = py27_0- - - - - -wcwidth = 0.1.7 = py27_0- - - - - -webencodings = 0.5.1 = py27_1- - - - - -werkzeug = 0.14.1 = py27_0- - - - - -輪= 0.31.1 = py27_0- - - - - -打包= 1.11.1 = py27h7b6447c_0- - - - - -xz = 5.2.4 = h14c3975_4- - - - - -yaml = 0.1.7 = had09818_2- - - - - -zeromq = 4.2.5 = hf484d3e_1- - - - - -zlib = 1.2.11 = h7b6447c_3- - - - - -pytorch = 1.1.0 = py2.7_cuda10.0.130_cudnn7.5.1_0- - - - - -torchvision = 0.3.0 = py27_cu10.0.130_1- - - - - -皮普:- - - - - -backports.functools-lru-cache = = 1.5- - - - - -backports.ssl-match-hostname = = 3.7.0.1- - - - - -databricks-cli = = 0.8.7- - - - - -碼頭工人= = 4.0.2- - - - - -fusepy = = 2.0.4- - - - - -horovod = = 0.16.4- - - - - -hyperopt = = 0.1.2.db6- - - - - -kiwisolver = = 1.1.0- - - - - -2.2.2 matplotlib = =- - - - - -mleap = = 0.8.1- - - - - -mlflow = = 1.0.0- - - - - -msgpack = = 0.5.6- - - - - -networkx = = 2.2- - - - - -鼻子= = 1.3.7- - - - - -nose-exclude = = 0.5.0- - - - - -psutil = = 5.6.3- - - - - -pyarrow = = 0.13.0- - - - - -pymongo = = 3.8.0- - - - - -querystring-parser = = 1.2.3- - - - - -seaborn = = 0.8.1- - - - - -subprocess32 = = 3.5.4- - - - - -tensorboardx = = 1.7- - - - - -tqdm = = 4.32.2- - - - - -websocket-client = = 0.56.0前綴:/磚/ python2

引發包包含Python模塊

火花包

Python模塊

版本

graphframes

graphframes

0.7.0-db1-spark2.4

spark-deep-learning

sparkdl

1.5.0-db4-spark2.4

tensorframes

tensorframes

0.7.0-s_2.11

R庫

R庫的完全相同R圖書館磚5.5運行時

Java和Scala庫(Scala 2.11集群)

除了Java和Scala庫磚5.5運行時,機器學習磚運行時的5.5 LTS包含以下jar:

組ID

工件ID

版本

com.databricks

spark-deep-learning

1.5.0-db4-spark2.4

com.typesafe.akka

akka-actor_2.11

2.3.11

ml.combust.mleap

mleap-databricks-runtime_2.11

0.13.0

ml.dmlc

xgboost4j

0.90

ml.dmlc

xgboost4j-spark

0.90

org.graphframes

graphframes_2.11

0.7.0-db1-spark2.4

org.tensorflow

libtensorflow

1.13.1

org.tensorflow

libtensorflow_jni

1.13.1

org.tensorflow

spark-tensorflow-connector_2.11

1.13.1

org.tensorflow

tensorflow

1.13.1

org.tensorframes

tensorframes

0.7.0-s_2.11