Add swap_gendered_words augmentation (facebookresearch#110)

Summary:
Pull Request resolved: facebookresearch#110

Fairness augmentation which uses predefined aligned lists of male- and female-gendered words to swap the gender of words in the input text.

Reviewed By: jbitton

Differential Revision: D30341486

fbshipit-source-id: 9ba832d078a730728a2e6643b87e60cfa0f64389

Group dependencies for submodules (facebookresearch#67)

* Add CI testing Github action

* Merge python & reqs steps

* Fix python step

* Use conda

* Fix spaces

* Add conda init

* Remove making new conda env

* Remove ci_testing workflow that I was testing

* Group dependencies for modules

* Update version number, notebook imports, fix PyYAML requirement

* Update README pip install instructions

* Fix typo in READMEs

* Define extras only for av

* Remove print

* Add back in regex requirement, update test_python workflow

* Update augly/audio/README.md

Co-authored-by: Joanna Bitton <joanna.bitton@gmail.com>

* Update augly/image/README.md

Co-authored-by: Joanna Bitton <joanna.bitton@gmail.com>

* Update augly/text/README.md

Co-authored-by: Joanna Bitton <joanna.bitton@gmail.com>

* Update augly/video/README.md

Co-authored-by: Joanna Bitton <joanna.bitton@gmail.com>

Co-authored-by: Zoe Papakipos <zoep@devfair0307.h2.fair>
Co-authored-by: Joanna Bitton <joanna.bitton@gmail.com>

Add colab badges (facebookresearch#64)

* Add CI testing Github action

* Merge python & reqs steps

* Fix python step

* Use conda

* Fix spaces

* Add conda init

* Remove making new conda env

* Add colab badges to readmes

* Update READMEs

* Try formatting

* Try formatting

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* Delete ci_testing workflow

Co-authored-by: Zoe Papakipos <zoep@devfair0307.h2.fair>
Co-authored-by: Zoe Papakipos <zoep@fb.com>

Update `torchaudio` to 0.9 for `tensorflow-gpu` compatibility (facebo…

…okresearch#43)

* Update `torchaudio` to 0.9 for `tensorflow-gpu` compatibility

Summary:
As called out in facebookresearch#28, there are some conflicting dependencies between `torchaudio`/`torch` 0.8.1/1.8.1 and `tensorflow-gpu`.

However, as discovered in pytorch/audio#1595, upgrading to v0.9 etc actually resolve this issue.

Thus, I update the torchaudio/torch versions in our `requirements.txt` and I also updated our `numpy` requirement so there are no conflicting dependencies between `tf-gpu` and `augly` :)

I verified on my side that all unit tests still pass and that `setup.py` finishes as expected with no errors. I also update `setup.py` to add our README to our PyPI page.

Differential Revision: D29292956

fbshipit-source-id: e07f8b3d6d2d8bc9b21af166307f2ae00dbca663

* Update setup.py

Co-authored-by: Zoe Papakipos <zpapakipos@users.noreply.github.com>