add scikit-learn contrib template to project

.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.c
+*.so
+
+# Distribution / packaging
+.Python
+env/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*,cover
+.hypothesis/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# IPython Notebook
+.ipynb_checkpoints
+
+# pyenv
+.python-version
+
+# celery beat schedule file
+celerybeat-schedule
+
+# dotenv
+.env
+
+# virtualenv
+venv/
+ENV/
+
+# Spyder project settings
+.spyderproject
+
+# Rope project settings
+.ropeproject
+
+.DS_Store

LICENSE

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+Copyright (c) 2016, Vighnesh Birodkar
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of project-template nor the names of its
+  contributors may be used to endorse or promote products derived from
+  this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

MANIFEST.in

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+include requirements.txt

README.md

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+WIP

appveyor.yml

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+# AppVeyor.com is a Continuous Integration service to build and run tests under
+# Windows
+
+
+environment:
+  global:
+    # SDK v7.0 MSVC Express 2008's SetEnv.cmd script will fail if the
+    # /E:ON and /V:ON options are not enabled in the batch script interpreter
+    # See: http://stackoverflow.com/a/13751649/163740
+    CMD_IN_ENV: "cmd /E:ON /V:ON /C .\\ci_scripts\\appveyor\\run_with_env.cmd"
+    #WHEELHOUSE_UPLOADER_USERNAME: sklearn
+    #WHEELHOUSE_UPLOADER_SECRET:
+    #  secure: XzK+Mi6Ba5frV2B/jHq7h4aD8/nox9SsI3T8Kub1L2XNevRSIurUEry3PdWESzRY
+    MODULE: tensor_lda
+    PROJECT_NAME: tensor-lda
+    #CLOUD_STORAGE: CLOUDFILES
+    #CLOUD_CONTATINER: tensorLDA-trial
+
+  matrix:
+    - PYTHON: "C:\\Python27"
+      PYTHON_VERSION: "2.7.8"
+      PYTHON_ARCH: "32"
+      MINICONDA: "C:\\Miniconda"
+
+    - PYTHON: "C:\\Python27-x64"
+      PYTHON_VERSION: "2.7.8"
+      PYTHON_ARCH: "64"
+      MINICONDA: "C:\\Miniconda-x64"
+
+    - PYTHON: "C:\\Python35"
+      PYTHON_VERSION: "3.5.0"
+      PYTHON_ARCH: "32"
+      MINICONDA: "C:\\Miniconda35"
+
+    - PYTHON: "C:\\Python35-x64"
+      PYTHON_VERSION: "3.5.0"
+      PYTHON_ARCH: "64"
+      MINICONDA: "C:\\Miniconda35-x64"
+
+install:
+  # Miniconda is pre-installed in the worker build
+  - "SET PATH=%MINICONDA%;%MINICONDA%\\Scripts;%PATH%"
+  - "python -m pip install -U pip"
+
+  # Check that we have the expected version and architecture for Python
+  - "python --version"
+  - "python -c \"import struct; print(struct.calcsize('P') * 8)\""
+  - "pip --version"
+
+  # Remove cygwin because it clashes with conda
+  # see http://help.appveyor.com/discussions/problems/3712-git-remote-https-seems-to-be-broken
+  - rmdir C:\\cygwin /s /q
+
+  # Install the build and runtime dependencies of the project.
+  - conda install --quiet --yes numpy scipy cython nose scikit-learn wheel
+  - pip install wheelhouse_uploader nose-timer
+  - "%CMD_IN_ENV% python setup.py bdist_wheel bdist_wininst"
+  - ps: "ls dist"
+
+  # Install the generated wheel package to test it
+  - "pip install --pre --no-index --find-links dist %PROJECT_NAME%"
+
+
+# Not a .NET project, we build scikit-learn in the install step instead
+build: false
+
+
+artifacts:
+  # Archive the generated wheel package in the ci.appveyor.com build report.
+  - path: dist\*
+
+
+on_success:
+  # Upload the generated wheel package to Rackspace
+  # On Windows, Apache Libcloud cannot find a standard CA cert bundle so we
+  # disable the ssl checks.
+  # TODO: setup wheel
+  # - "python -m wheelhouse_uploader upload provider=%CLOUD_STORAGE% --no-ssl-check --local-folder=dist %CLOUD_CONTAINER%"
+
+
+test_script:
+  # Change to a non-source folder to make sure we run the tests on the
+  # installed library.
+  - "mkdir empty_folder"
+  - "cd empty_folder"
+
+  - "python -c \"import nose; nose.main()\" --with-timer --timer-top-n 20 -s -v %MODULE%"
+
+  # Move back to the project folder
+  - "cd .."
+
+
+cache:
+  # Use the appveyor cache to avoid re-downloading large archives such
+  # the MKL numpy and scipy wheels mirrored on a rackspace cloud
+  # container, speed up the appveyor jobs and reduce bandwidth
+  # usage on our rackspace account.
+  - '%APPDATA%\pip\Cache'

ci_scripts/appveyor/run_with_env.cmd

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+:: To build extensions for 64 bit Python 3, we need to configure environment
+:: variables to use the MSVC 2010 C++ compilers from GRMSDKX_EN_DVD.iso of:
+:: MS Windows SDK for Windows 7 and .NET Framework 4 (SDK v7.1)
+::
+:: To build extensions for 64 bit Python 2, we need to configure environment
+:: variables to use the MSVC 2008 C++ compilers from GRMSDKX_EN_DVD.iso of:
+:: MS Windows SDK for Windows 7 and .NET Framework 3.5 (SDK v7.0)
+::
+:: 32 bit builds, and 64-bit builds for 3.5 and beyond, do not require specific
+:: environment configurations.
+::
+:: Note: this script needs to be run with the /E:ON and /V:ON flags for the
+:: cmd interpreter, at least for (SDK v7.0)
+::
+:: More details at:
+:: https://github.com/cython/cython/wiki/64BitCythonExtensionsOnWindows
+:: http://stackoverflow.com/a/13751649/163740
+::
+:: Author: Olivier Grisel
+:: License: CC0 1.0 Universal: http://creativecommons.org/publicdomain/zero/1.0/
+::
+:: Notes about batch files for Python people:
+::
+:: Quotes in values are literally part of the values:
+::      SET FOO="bar"
+:: FOO is now five characters long: " b a r "
+:: If you don't want quotes, don't include them on the right-hand side.
+::
+:: The CALL lines at the end of this file look redundant, but if you move them
+:: outside of the IF clauses, they do not run properly in the SET_SDK_64==Y
+:: case, I don't know why.
+@ECHO OFF
+
+SET COMMAND_TO_RUN=%*
+SET WIN_SDK_ROOT=C:\Program Files\Microsoft SDKs\Windows
+SET WIN_WDK=c:\Program Files (x86)\Windows Kits\10\Include\wdf
+
+:: Extract the major and minor versions, and allow for the minor version to be
+:: more than 9.  This requires the version number to have two dots in it.
+SET MAJOR_PYTHON_VERSION=%PYTHON_VERSION:~0,1%
+IF "%PYTHON_VERSION:~3,1%" == "." (
+    SET MINOR_PYTHON_VERSION=%PYTHON_VERSION:~2,1%
+) ELSE (
+    SET MINOR_PYTHON_VERSION=%PYTHON_VERSION:~2,2%
+)
+
+:: Based on the Python version, determine what SDK version to use, and whether
+:: to set the SDK for 64-bit.
+IF %MAJOR_PYTHON_VERSION% == 2 (
+    SET WINDOWS_SDK_VERSION="v7.0"
+    SET SET_SDK_64=Y
+) ELSE (
+    IF %MAJOR_PYTHON_VERSION% == 3 (
+        SET WINDOWS_SDK_VERSION="v7.1"
+        IF %MINOR_PYTHON_VERSION% LEQ 4 (
+            SET SET_SDK_64=Y
+        ) ELSE (
+            SET SET_SDK_64=N
+            IF EXIST "%WIN_WDK%" (
+                :: See: https://connect.microsoft.com/VisualStudio/feedback/details/1610302/
+                REN "%WIN_WDK%" 0wdf
+            )
+        )
+    ) ELSE (
+        ECHO Unsupported Python version: "%MAJOR_PYTHON_VERSION%"
+        EXIT 1
+    )
+)
+
+IF %PYTHON_ARCH% == 64 (
+    IF %SET_SDK_64% == Y (
+        ECHO Configuring Windows SDK %WINDOWS_SDK_VERSION% for Python %MAJOR_PYTHON_VERSION% on a 64 bit architecture
+        SET DISTUTILS_USE_SDK=1
+        SET MSSdk=1
+        "%WIN_SDK_ROOT%\%WINDOWS_SDK_VERSION%\Setup\WindowsSdkVer.exe" -q -version:%WINDOWS_SDK_VERSION%
+        "%WIN_SDK_ROOT%\%WINDOWS_SDK_VERSION%\Bin\SetEnv.cmd" /x64 /release
+        ECHO Executing: %COMMAND_TO_RUN%
+        call %COMMAND_TO_RUN% || EXIT 1
+    ) ELSE (
+        ECHO Using default MSVC build environment for 64 bit architecture
+        ECHO Executing: %COMMAND_TO_RUN%
+        call %COMMAND_TO_RUN% || EXIT 1
+    )
+) ELSE (
+    ECHO Using default MSVC build environment for 32 bit architecture
+    ECHO Executing: %COMMAND_TO_RUN%
+    call %COMMAND_TO_RUN% || EXIT 1
+)

ci_scripts/circleci/push_doc.sh

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+#!/bin/bash
+# This script is meant to be called in the "deploy" step defined in 
+# circle.yml. See https://circleci.com/docs/ for more details.
+# The behavior of the script is controlled by environment variable defined
+# in the circle.yml in the top level folder of the project.
+
+MSG="Pushing the docs for revision for branch: $CIRCLE_BRANCH, commit $CIRCLE_SHA1"
+
+cd $HOME
+# Copy the build docs to a temporary folder
+rm -rf tmp
+mkdir tmp
+cp -R $HOME/$DOC_REPO/doc/_build/html/* ./tmp/ 
+
+# Clone the docs repo if it isnt already there
+if [ ! -d $DOC_REPO ];
+    then git clone "git@github.com:$USERNAME/"$DOC_REPO".git";
+fi
+
+cd $DOC_REPO
+git branch gh-pages
+git checkout -f gh-pages
+git reset --hard origin/gh-pages
+git clean -dfx
+
+for name in $(ls -A $HOME/$DOC_REPO); do
+    case $name in
+        .nojekyll) # So that github does not build this as a Jekyll website.
+        ;;
+        circle.yml) # Config so that build gh-pages branch.
+        ;;
+        *)
+        git rm -rf $name
+        ;;
+    esac
+done
+
+# Copy the new build docs
+mkdir $DOC_URL
+cp -R $HOME/tmp/* ./$DOC_URL/
+
+git config --global user.email $EMAIL
+git config --global user.name $USERNAME
+git add -f ./$DOC_URL/
+git commit -m "$MSG"
+git push -f origin gh-pages
+if [ $? -ne 0 ]; then
+    echo "Pushing docs failed"
+    echo
+    exit 1
+fi
+
+echo $MSG