Nupic

* Code changes required for a Windows build.
* Updates nupic.core to d233c58b64e8064d4d12684634dc5e5e78c7ce0b.
* Implements capnp serialization for Python spatial pooler. Also implements temporary hack for putting .capnp files into the source tree since the build seems to be set up to install in-tree.

* Remove unnecessary build flag and fix a bug that was causing duplicated definition names.
* Added warning in README for OS X.
* Doc updates
* Include additional libs in common libs
* Use gcc in default docker configuration to match nupic.core binary release. Increase resources in coreos configuration.
* Fixed ValueError When coordinate encoder is used with DateEncoder
* Add library path for capnp libraries to linker.
* Adds capnp libraries to linker args.
* Adds interface file for converting from pycapnp schema to compiled in schema and uses it with SWIGed C++ SpatialPooler class's read and write methods.
* Discard NTA_PLATFORM_* in favor of NTA_OS_* and NTA_ARCH_* macro variables
* Raises exception when enableInference was not called, or when predicted field missing from input row.

* Add archflags env var before deploy command on OSX

* Removal of CMakeLists.txt
* Removes fake C extension from setup.
* Adds warning on darwin platform when ARCHFLAGS not set.
* Cleanup re: 1579. Fixup namespace conflicts with builtins (file, dir, etc.) as well as minor alignment issues
* Switch from cmake to distutils extensions for nupic installation

* Cleaned up README and CHANGELOG for 0.1 release.

* SWIG optimizations.
* Script to deploy linux wheel to S3 on release.
* Publishing select artifacts to pypi on release.
* Changed dev version pattern to match what python wants.
* Cleaned up setup and manifest for proper sdists.
* Faking extensions to get platform-specific wheels.
* Added core capnp files to bindings.
* GCE now encodes altitude using a 3D coordinate system.
* Distributing `*.i` files from `nupic.bindings` in binary packages.
* Updates test entry points to pure python. README instructions for running tests were updated.
* Missing configuration files are no longer ignored. A runtime exception is raised immediately when an expected configuration file is not found.
* Updated deployment logic to account for both deployment scenarios (iterative and release).
* Configured pypi deployment on all branches with tags.
* Added pypi deployment configuration for binary releases.
* Parsing python requirements in setuptools so they are included within published packages (working toward releases).
* Setting up python wheels packaging and upload to S3 for future distribution.
* Implemented logic for reusing segments, to enforce a fixed-size connectivity (nupic.core).


Release Process

1. Send announcement that a release is underway to the committer's lounge on
discourse.numenta.org and ask reviewers not to merge PRs in NuPIC until you're
done with the release.
2. Create a PR that includes:
- Release notes added to CHANGELOG.md
- Change to the VERSION file so it matches the intended release version
3. Wait for the PR to be approved and merged, and the Bamboo build to complete
successfully
4. Create a "release" in Bamboo with a version matching the intended release
version
5. Deploy the release in Bamboo. This will:
- Validate that the Bamboo release number matches the wheel version
- Push the wheel to PyPI
6. Create a new Github "Release" at https://github.com/numenta/nupic/releases/new
- Along with the creation of the release, there is an option to create a git tag with the release. Name it "X.Y.Z" and point it to the commit SHA for the merged PR described in 2 above.
- Release title should be "X.Y.Z"
- Release description should be the latest changelog
7. Send announcement to the committer's lounge on discourse.numenta.org that the release is complete.