└── Dockerfile


/Dockerfile:
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 1 | FROM kmubigdata/ubuntu-1604
 2 | 
 3 | MAINTAINER kmubigdata <bigdata.cs.kookmin.ac.kr/>
 4 | 
 5 | # Installing Tensorflow dependencies
 6 | RUN apt-get update && apt-get install -y --no-install-recommends \
 7 |         build-essential \
 8 |         curl \
 9 |         libfreetype6-dev \
10 |         libpng12-dev \
11 |         libzmq3-dev \
12 |         pkg-config \
13 |         python \
14 |         python-dev \
15 |         rsync \
16 |         software-properties-common \
17 |         unzip \
18 |         && \
19 |     apt-get clean && \
20 |     rm -rf /var/lib/apt/lists/*
21 | 
22 | RUN curl -O https://bootstrap.pypa.io/get-pip.py && \
23 |     python get-pip.py && \
24 |     rm get-pip.py
25 | 
26 | RUN pip --no-cache-dir install \
27 |         ipykernel \
28 |         jupyter \
29 |         matplotlib \
30 |         numpy \
31 |         scipy \
32 |         sklearn \
33 |         pandas \
34 |         Pillow \
35 |         && \
36 |     python -m ipykernel.kernelspec
37 | 
38 | RUN pip install tensorflow
39 | 
40 | # TensorBoard
41 | EXPOSE 6006
42 | # IPython
43 | EXPOSE 8888
44 | 


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