https://github.com/GPflow/GPflow
Revision e8ba02ed5152a5dc629e428d45d0d55ceba16296 authored by ahsimb on 27 September 2018, 10:14:20 UTC, committed by st-- on 27 September 2018, 10:14:20 UTC
Now lets the monitor context keep track of the optimiser to update optimiser's variables - necessary for obtaining correct traces (of hyperparameters, log-marginal likelihoods etc.) when using ScipyOptimizer.
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Tip revision: e8ba02ed5152a5dc629e428d45d0d55ceba16296 authored by ahsimb on 27 September 2018, 10:14:20 UTC
Fixing the problem with monitoring ScipyOptimizer (#856)
Tip revision: e8ba02e
Dockerfile
# Copyright 2016 The GPflow authors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

#USAGE:
#To run from prebuilt version use:
#docker run -it -p 8888:8888 gpflow/gpflow

#To replicate build use:
#docker build -t gpflow/gpflow .
#Assumes you are running from within cloned repo.

#Uses official Tensorflow docker for cpu only.
FROM tensorflow/tensorflow:1.0.0
COPY ./ /usr/local/GPflow/
RUN cd /usr/local/GPflow && \
    python setup.py develop && \
    rm /notebooks/*  && \
    apt-get clean  && \
    rm -rf /var/lib/apt/lists/*
COPY doc/source/notebooks/ LICENSE README.md /notebooks/
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