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    "Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements; and to You under the Apache License, Version 2.0. "
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    "The easiast way to install SINGA is via [conda](https://conda.io/docs/).\n",
    "\n",
    "## Install Conda\n",
    "\n",
    "If you haven't install conda, you can install it via\n",
    "\n",
    "* Linux 64\n",
    "\n",
    "      wget https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh -O miniconda.sh\n",
    "      bash miniconda.sh\n",
    "\n",
    "* Mac OSX\n",
    "\n",
    "      wget https://repo.continuum.io/miniconda/Miniconda2-latest-MacOSX-x86_64.sh  miniconda.sh\n",
    "      bash miniconda.sh\n",
    "        \n",
    "* Windows (not supported for the moment) \n",
    "\n",
    "## Install SINGA\n",
    "\n",
    "With Conda installed, you can install SINGA via\n",
    "\n",
    "* SINGA for Linux\n",
    "  * CPU Version\n",
    "      \n",
    "        conda install -c nusdbsystem singa\n",
    "      \n",
    "  * GPU Version\n",
    "      \n",
    "        conda install -c nusdbystem singa-cudax.y-cudnnz\n",
    "    \n",
    "    where <x,y,z> specifies the cuda and cuDNN version, which could be (cuda8.0, cudnn5), (cuda7.5, cudnn5) or (cuda7.5, cudnn4)\n",
    "    \n",
    "    \n",
    "* SINGA for MacOSX (CPU only)\n",
    "  \n",
    "      conda config --add channels conda-forge\n",
    "      conda install -c nusdbsystem singa\n",
    "      \n",
    "      \n",
    "## Install Jupyter Notebook and Other Packages\n",
    "\n",
    "      conda install --file requirements.txt\n",
    "    \n",
    "To learn more about Jupyter, please check [IPython in Depth](https://www.youtube.com/watch?v=xe_ATRmw0KM).\n",
    "\n",
    "\n",
    "## Run the notebooks\n",
    "\n",
    "Download the [notebooks](https://github.com/apache/incubator-singa/tree/master/doc/en/docs/notebook) and start the jupyter\n",
    "\n",
    "    jupyter notebook"
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