Thelper

----------------------------------------------------------------------------------

* Update this changelog to use rst links (renders on github and readthedocs)
* Add ``infer`` mode for classification of geo-referenced rasters
* Add ``Dockerfile-geo`` to build thelper with pre-installed geo packages
* Add geo-related build instructions to travis-ci build steps
* Add auto-documentation of makefile targets and docker related targets

----------------------------------------------------------------------------------

* Removed optional dependencies from conda build env

----------------------------------------------------------------------------------

* Travis deploy test w/ split conda/docker stages

----------------------------------------------------------------------------------

* Split travis deploy stage into two phases
* Fixed draw_segment threshold usage & params lookup
* Fixed FCResNet embedding getter wrt latest pooling update
* Update all matplotlib plots to use 160 dpi by default
* Refactor trainer data/metric writer to save all viz data

----------------------------------------------------------------------------------

* Added viz pkg w/ t-SNE & UMAP support for in-trainer usage
* Fixed geo pkg documentation build issue related to mocking
* Fixed type and output format checks in numerous metrics
* Updated all callback readers to rely on new utility function
* Cleaned and optimize coordconv implementation
* Added U-Net architecture implementation to nn package
* Added IoU metric implementation
* Added support for SRM kernels and SRM convolutions
* Updated documentation (install, faq, maintenance)
* Added fixed weight sampler to data package
* Added lots of extra unit tests
* Added efficientnet 3rd-party module wrapper
* Fixed potential conflicts in task class names ordering

----------------------------------------------------------------------------------

* Fixed pytest-mock scope usage in metrics utests