Dockerfile for Unsupervised Representation Learning for Multivariate Time Series

unsupervised.dockerfile

FROM pytorch/pytorch:0.4.1-cuda9-cudnn7-devel

RUN apt-get update \
    && apt-get install -y  --no-install-recommends \
    build-essential \
    vim \
    python-pil \
    python-matplotlib \
    python-pygraphviz \
    default-jdk \
    && apt-get clean \
    && rm -rf /var/lib/apt/lists/*

RUN conda install -y --channel conda-forge fasttsne && \
    pip install --user \ 
    Orange3==3.18.0 \
    pandas==0.23.4 \
    javabridge==1.0.17 \
    python-weka-wrapper3==0.1.6 \
    scikit-learn==0.20.0

RUN git clone https://github.com/White-Link/UnsupervisedScalableRepresentationLearningTimeSeries.git

Usage

Build

$ mkdir unsupervised/
$ cd unsupervised/
$ vim Dockerfile
$ docker build -t unsupervised .

Run

$ docker run -it --rm --gpus=0 -v $PWD/DATASET:/workspace/DATASET unsupervised