* Adding an example for Supervised Contrastive Learning

* Removing the notebook and the md files

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Formatting fixes

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Update supervised-contrastive-learning.py

* Format code file using black tool

* Update supervised-contrastive-learning.py

* Fix typos

* Update supervised-contrastive-learning.py

* Add the generated .md and .ipynb files

* Add an introduction section to the MD file

* Update examples/vision/md/supervised-contrastive-learning.md

Co-authored-by: 8bitmp3 <19637339+8bitmp3@users.noreply.github.com>

* Update examples/vision/md/supervised-contrastive-learning.md

Co-authored-by: 8bitmp3 <19637339+8bitmp3@users.noreply.github.com>

* Update supervised-contrastive-learning.md

* Update examples/vision/md/supervised-contrastive-learning.md

Co-authored-by: 8bitmp3 <19637339+8bitmp3@users.noreply.github.com>

* Update the introduction section

* Update the introduction section accordingly

* Update introduction

* Create nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Copyedits

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Update nl_image_search.py

* Apply suggestions from code review

Co-authored-by: 8bitmp3 <19637339+8bitmp3@users.noreply.github.com>

* Update nl_image_search.py

* Adding the .md and .ipynb files

Co-authored-by: François Chollet <francois.chollet@gmail.com>
Co-authored-by: 8bitmp3 <19637339+8bitmp3@users.noreply.github.com>