JOSS Paper (#142)

* Add JOSS Submission Draft

* Remove ticks for citation

* Test tables

* Add features table

* Add features table

* Add features table

* Test tables

* Test tables

* Fix table format

* Fix table format

* Fix table format

* Replave table with figure

* Replave table with figure

* Upload images

* Upload images

* Format code

* Upload images

* Change table format

* Change table format

* Change table format

* Change table format

* Fix the citations

* Update citations

Create new release with installation fixes (#129)

Release new version (#119)

* Add paper information to README and docs

* Upgrade to stable version

Add Tutorials for torchgan (#67)

* Fix API and add some docs for layers

* Add docs for residual block

* Add a page for design philosophy

* Update the readme

* Basic Tutorial Template

* Run tutorial with mnist

* Revamp the README

* Complete the docs for layers API

* Add generator loss docs

* Add discriminator loss docs

* Add partially complete loss documentation

* Fix trainer docs

* Minor Typos

* Link correct paper

* Make l2normalize an internal method

* Add the logger docs

* Add partially complete model docs

* Finish model docs

* Finish loss docs

* Minor Latex fixes

* Function name change

* Add SAGAN Tutorial

* Add BGAN Tutorial

* Add Intro To TorchGAN tutorial

* Add final set of tutorials

* Update the BGAN Tutorial

* Final doc fixes

* Minor fix

Merge pull request #26 from torchgan/readthedocs

Documentation Updates