Bohrium

Release notes
===========
- Now do_while() loop, and the new for_loop() supports sliding views (skjoenberg): http://bohrium.readthedocs.io/users/python/index.htmlsliding-views-between-iterations
- Building PyPI `manylinux1` packages for Python 2.7, 3.4, 3.5, and 3.6
- Building PyPI packages for Python 2.7 and 3.6 on Mac OSX 10.12 and 10.13
- The homebrew package is now deprecated
- Re-implemented signal handling -- we now use [libsigsegv](https://www.gnu.org/software/libsigsegv/).

Release notes
===========
- Now Bohrium will clean up the cache folder so that total number of cache files is less than 50000 files by default.
- Bohrium now has a `do_while()` function to replace Python for and while loop for better performance: http://bohrium.readthedocs.io/users/python/index.htmlaccelerate-loops
- Added Bohrium pip packages
- Fixed `np.mean()`
- Re-written the C/Python API

Release notes
===========
- Now backends cache the JIT code generation, which should speedup the execution with small data sets (see 436).

Release notes
===========
- Implemented a proxy component, which makes it possible to send array operations to a backend server over TCP/IP.
- `convolve()` and `correlate()` now works on pure numpy arrays as well as bohrium array.
- Now using a simpler fuser in special cases, which significantly reduce the fusion overhead (issue 425).

Release notes
===========

- `clang` can now use OpenMP with latest version of CMake
- `clang` will run with `-O3` when executing kernels

Clean up
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- Removed the `BH_SYNC` byte code

**Release notes**
- Implemented interoperability (see http://bohrium.readthedocs.io/users/python/index.htmlinteroperability)
* Cython interoperability
* PyOpenCL interoperability
* PyCUDA interoperability
- Implemented `numpy.bincount()` using Cython, PyOpenCL, and PyCUDA
- Implemented Nd `convolve()` and `correlate()` (by Thunderl3ear)