corrected a few typos in the readme, also provide example snippets that can run in google colab #106
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
note: the previous snippets could run in google colab before the recent(ish) updates, but the new colab includes a version of tensorflow that is not compatible with numpy 1.20.1, so it was causing some issues. i've changed the numpy examples to use 1.23.1 instead, which fixes the examples.
similarly, some of the pandas examples depended on versions of pandas that required numpy versions that conflicted with tensorflow. the versions in the updated examples are now self-consistent and work in colab.
finally, the hypertools commit in the example was different than the explanatory text; they're now consistent.
other than that i corrected a few minor typos and changed some of the formatting.