Added Example Notebooks

[SauravMaheshkar]

This is in reference to the following gitter discussions:

1. trax.data Explained
2. Deep N-Gram

[afrozenator]

Hi @SauravMaheshkar - One quick request, can you add the following preamble (as a separate code block) to the notebook?

Thanks

#@title
# Copyright 2020 Google LLC.

# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at

# https://www.apache.org/licenses/LICENSE-2.0

# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

[SauravMaheshkar]

Done @afrozenator

[afrozenator]

Another request, can you change the README.md to point the earlier added ipynb's locations to the TRAX locations?

Thanks a lot for these notebooks!

[SauravMaheshkar]

I've added them to the README.md of this branch only. The links are the would be links of the TRAX repository (trax/blob/master/examples/trax-data-Explained.ipynb, ....)

[afrozenator]

One more tiny request - Can you rebase to head?

I'm having difficulty pulling this PR in because when you created this the examples/ folder didn't exist internally -- I guess this will get solved by being on master's head.

I will investigate if there is any other way to pull this in.

[SauravMaheshkar]

@afrozenator I added everything to my master branch. (deconvolution.py, README changes, examples/ folder). Should I open another PR from my master and close this PR?

[afrozenator]

Sorry, GitHub isn't my strongest suit -- but it basically seems like on trax/master we have a README.md in examples/ that was deleted by rebasing (because now Github is saving this branch has conflicts that need resolving).

You maybe right - let's try it in a new PRs (on top of current TRAX head) just adding the notebooks in one PR and the deconv in another

Thanks - I'll let you close this.

[afrozenator]

(Or maybe just put everything into a single PR, less work for everyone)

Sorry for the back and forth, appreciate your patience!

[SauravMaheshkar]

Done : #1232

[afrozenator]

Closing this, since we're iterating on #1232