Add environment.yml for conda, and update Dockerfile to use it
Aurélien Geron
parent
89653bfade
commit
b5cbdc9276
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@ -1,4 +1,4 @@
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FROM continuumio/anaconda3:2019.03
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FROM continuumio/miniconda3:latest
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RUN apt-get update && apt-get upgrade -y \
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RUN apt-get update && apt-get upgrade -y \
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&& apt-get install -y \
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&& apt-get install -y \
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@ -6,32 +6,13 @@ RUN apt-get update && apt-get upgrade -y \
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build-essential \
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build-essential \
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git \
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git \
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sudo \
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sudo \
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cmake zlib1g-dev libjpeg-dev xvfb libav-tools xorg-dev libboost-all-dev libsdl2-dev swig \
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cmake zlib1g-dev libjpeg-dev xvfb ffmpeg xorg-dev libboost-all-dev libsdl2-dev swig \
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unzip zip \
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unzip zip \
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&& rm -rf /var/lib/apt/lists/*
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&& rm -rf /var/lib/apt/lists/*
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RUN conda update -n base conda
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RUN conda update -n base conda
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RUN conda install -y \
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COPY docker/environment.yml /tmp/
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joblib \
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RUN conda env create -f /tmp/environment.yml
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PyYAML==3.13
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RUN conda install -y -c conda-forge \
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pyopengl \
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xgboost \
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nbdime
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RUN pip install "urlextract"
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RUN pip install "gym[atari,box2d,classic_control]"
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RUN pip install "tensorflow-hub"
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RUN pip install "tensorflow-serving-api"
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RUN pip install "tfx"
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#RUN pip install "tensorflow-addons"
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RUN pip install "tf-agents-nightly"
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RUN pip install "tfds-nightly"
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RUN pip install "tfp-nightly"
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RUN pip uninstall -y tensorflow
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RUN pip uninstall -y tensorboard
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RUN pip install "tf-nightly-2.0-preview"
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RUN pip install "tb-nightly"
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ARG username
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ARG username
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ARG userid
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ARG userid
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@ -0,0 +1,227 @@
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name: tf2
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channels:
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- conda-forge
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- defaults
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dependencies:
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- _py-xgboost-mutex=2.0=cpu_0
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- appnope=0.1.0=py37_0
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- asn1crypto=1.0.1=py37_0
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- attrs=19.2.0=py_0
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- backcall=0.1.0=py37_0
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- blas=1.0=mkl
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- bleach=3.1.0=py37_0
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- ca-certificates=2019.9.11=hecc5488_0
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- cairo=1.14.12=hc4e6be7_4
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- certifi=2019.9.11=py37_0
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- cffi=1.12.3=py37hb5b8e2f_0
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- chardet=3.0.4=py37_1003
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- cloudpickle=1.2.2=py_0
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- colorama=0.4.1=py_0
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- cryptography=2.7=py37ha12b0ac_0
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- cycler=0.10.0=py37_0
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- cytoolz=0.10.0=py37h1de35cc_0
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- dask-core=2.5.2=py_0
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- dbus=1.13.6=h90a0687_0
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- decorator=4.4.0=py37_1
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- defusedxml=0.6.0=py_0
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- dill=0.3.0=py37_0
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- entrypoints=0.3=py37_0
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- expat=2.2.6=h0a44026_0
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- fontconfig=2.13.0=h5d5b041_1
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- freetype=2.9.1=hb4e5f40_0
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- fribidi=1.0.5=h1de35cc_0
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- gettext=0.19.8.1=h15daf44_3
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- gitdb2=2.0.6=py_0
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- gitpython=3.0.3=py_0
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- glib=2.56.2=hd9629dc_0
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- graphite2=1.3.13=h2098e52_0
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- graphviz=2.40.1=hefbbd9a_2
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- harfbuzz=1.8.8=hb8d4a28_0
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- httplib2=0.12.0=py37_1000
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- icu=58.2=h4b95b61_1
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- idna=2.8=py37_0
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- imageio=2.6.0=py37_0
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- intel-openmp=2019.4=233
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- ipykernel=5.1.2=py37h39e3cac_0
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- ipython=7.8.0=py37h39e3cac_0
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- ipython_genutils=0.2.0=py37_0
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- ipywidgets=7.5.1=py_0
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- jedi=0.15.1=py37_0
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- jinja2=2.10.3=py_0
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- joblib=0.13.2=py37_0
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- jpeg=9b=he5867d9_2
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- jsonschema=3.0.2=py37_0
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- jupyter=1.0.0=py37_7
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- jupyter_client=5.3.3=py37_1
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- jupyter_console=6.0.0=py37_0
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- jupyter_core=4.5.0=py_0
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- kiwisolver=1.1.0=py37h0a44026_0
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- libcxx=4.0.1=hcfea43d_1
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- libcxxabi=4.0.1=hcfea43d_1
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- libedit=3.1.20181209=hb402a30_0
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- libffi=3.2.1=h475c297_4
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- libgfortran=3.0.1=h93005f0_2
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- libiconv=1.15=hdd342a3_7
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- libpng=1.6.37=ha441bb4_0
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- libsodium=1.0.16=h3efe00b_0
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- libtiff=4.0.10=hcb84e12_2
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- libxgboost=0.90=h6de7cb9_2
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- libxml2=2.9.9=hf6e021a_1
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- llvm-openmp=9.0.0=h40edb58_0
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- markupsafe=1.1.1=py37h1de35cc_0
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- matplotlib=3.1.1=py37h54f8f79_0
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- mistune=0.8.4=py37h1de35cc_0
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- mkl=2019.4=233
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- mkl-service=2.3.0=py37hfbe908c_0
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- mkl_fft=1.0.14=py37h5e564d8_0
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- mkl_random=1.1.0=py37ha771720_0
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- nbconvert=5.6.0=py37_1
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- nbdime=1.1.0=py37_0
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- nbformat=4.4.0=py37_0
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- ncurses=6.1=h0a44026_1
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- networkx=2.3=py_0
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- nltk=3.4.5=py37_0
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- notebook=6.0.1=py37_0
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- numexpr=2.7.0=py37h7413580_0
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- numpy=1.17.2=py37h99e6662_0
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- numpy-base=1.17.2=py37h6575580_0
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- olefile=0.46=py37_0
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- openssl=1.1.1c=h01d97ff_0
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- pandas=0.25.1=py37h0a44026_0
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- pandoc=2.2.3.2=0
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- pandocfilters=1.4.2=py37_1
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- pango=1.42.4=h060686c_0
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- parso=0.5.1=py_0
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- pcre=8.43=h0a44026_0
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- pexpect=4.7.0=py37_0
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- pickleshare=0.7.5=py37_0
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- pillow=6.2.0=py37hb68e598_0
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- pip=19.2.3=py37_0
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- pixman=0.38.0=h1de35cc_0
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- prometheus_client=0.7.1=py_0
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- prompt_toolkit=2.0.10=py_0
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- ptyprocess=0.6.0=py37_0
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- py-xgboost=0.90=py37h6de7cb9_2
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- pycparser=2.19=py37_0
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- pydot=1.4.1=py37_0
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- pygments=2.4.2=py_0
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- pyopengl=3.1.1a1=py37_0
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- pyopenssl=19.0.0=py37_0
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- pyparsing=2.4.2=py_0
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- pyqt=5.9.2=py37h655552a_2
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- pyrsistent=0.15.4=py37h1de35cc_0
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- pysocks=1.7.1=py37_0
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- python=3.7.4=h359304d_1
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- python-dateutil=2.8.0=py37_0
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- python-graphviz=0.10.1=py_0
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- pytz=2019.3=py_0
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- pywavelets=1.0.3=py37h1d22016_1
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- pyzmq=18.1.0=py37h0a44026_0
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- qt=5.9.7=h468cd18_1
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- qtconsole=4.5.5=py_0
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- readline=7.0=h1de35cc_5
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- requests=2.22.0=py37_0
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- scikit-image=0.15.0=py37h0a44026_0
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- scikit-learn=0.20.3=py37h27c97d8_0
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- scipy=1.1.0=py37h1410ff5_2
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- send2trash=1.5.0=py37_0
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- setuptools=41.4.0=py37_0
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- sip=4.19.8=py37h0a44026_0
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- six=1.12.0=py37_0
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- smmap2=2.0.5=py_0
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- sqlite=3.30.0=ha441bb4_0
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- terminado=0.8.2=py37_0
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- testpath=0.4.2=py37_0
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- tk=8.6.8=ha441bb4_0
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- toolz=0.10.0=py_0
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- tornado=6.0.3=py37h1de35cc_0
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- tqdm=4.36.1=py_0
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- traitlets=4.3.3=py37_0
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- urllib3=1.24.2=py37_0
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- wcwidth=0.1.7=py37_0
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- webencodings=0.5.1=py37_1
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- wheel=0.33.6=py37_0
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- widgetsnbextension=3.5.1=py37_0
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- xgboost=0.90=py37h6de7cb9_2
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- xz=5.2.4=h1de35cc_4
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- zeromq=4.3.1=h0a44026_3
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- zlib=1.2.11=h1de35cc_3
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- zstd=1.3.7=h5bba6e5_0
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- pip:
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- absl-py==0.8.1
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- apache-beam==2.16.0
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- appdirs==1.4.3
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- astor==0.8.0
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- atari-py==0.2.6
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- avro-python3==1.9.1
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- cachetools==3.1.1
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- click==7.0
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- crcmod==1.7
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- docopt==0.6.2
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- easyprocess==0.2.7
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- fastavro==0.21.24
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- fasteners==0.15
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- future==0.18.0
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- gast==0.2.2
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- gin-config==0.1.3
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- google-api-core==1.14.3
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- google-api-python-client==1.7.11
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- google-apitools==0.5.28
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- google-auth==1.6.3
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- google-auth-httplib2==0.0.3
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- google-cloud-bigquery==1.17.1
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- google-cloud-bigtable==1.0.0
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- google-cloud-core==1.0.3
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- google-cloud-datastore==1.7.4
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- google-cloud-pubsub==1.0.2
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- google-pasta==0.1.7
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- google-resumable-media==0.4.1
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- googleapis-common-protos==1.6.0
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- grpc-google-iam-v1==0.12.3
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- grpcio==1.24.1
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- gym==0.15.3
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- h5py==2.10.0
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- hdfs==2.5.8
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- keras-applications==1.0.8
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- keras-preprocessing==1.1.0
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- markdown==3.1.1
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- ml-metadata==0.14.0
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- mock==2.0.0
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- monotonic==1.5
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- oauth2client==3.0.0
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- opencv-python==4.1.1.26
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- opt-einsum==3.1.0
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- pbr==5.4.3
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- promise==2.2.1
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- protobuf==3.10.0
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- psutil==5.6.3
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- pyarrow==0.14.1
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- pyasn1==0.4.7
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- pyasn1-modules==0.2.7
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- pyglet==1.3.2
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- pymongo==3.9.0
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- pyvirtualdisplay==0.2.4
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- pyyaml==3.13
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- rsa==4.0
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- tensorboard==2.0.0
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- tensorflow==2.0.0
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- tensorflow-addons==0.6.0
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- tensorflow-data-validation==0.14.1
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- tensorflow-datasets==1.2.0
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- tensorflow-estimator==2.0.0
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- tensorflow-hub==0.6.0
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- tensorflow-metadata==0.14.0
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- tensorflow-model-analysis==0.14.0
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- tensorflow-serving-api==1.14.0
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- tensorflow-transform==0.14.0
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- termcolor==1.1.0
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- tf-agents-nightly==0.2.0.dev20191012
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- tfp-nightly==0.9.0.dev20191013
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- tfx==0.14.0
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- uritemplate==3.0.0
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- uritools==2.2.0
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- urlextract==0.13.0
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- werkzeug==0.16.0
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- wrapt==1.11.2
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prefix: /Users/ageron/miniconda3/envs/tf2
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@ -71,16 +71,13 @@ imageio==2.6.0
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Pillow==6.2.0
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Pillow==6.2.0
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scikit-image==0.15.0
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scikit-image==0.15.0
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graphviz==0.10.1
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graphviz==0.10.1
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pygraphviz==1.3
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pydot==1.4.1
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##### Reinforcement Learning library
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##### Reinforcement Learning library
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# OpenAI gym is only needed in chapter 18.
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# OpenAI gym is only needed in chapter 18.
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# There are a few dependencies you need to install first, check out:
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# There are a few dependencies you need to install first, check out:
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# https://github.com/openai/gym#installing-everything
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# https://github.com/openai/gym#installing-everything
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gym[atari]==0.15.3
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gym[atari,box2d,classic_control]==0.15.3
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##### Additional utilities
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##### Additional utilities
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Loading…
Reference in New Issue