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Distill submission

Results 12 post--L2-regularization issues
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*The following peer review was solicited as part of the Distill review process.* ***The reviewer chose to keep keep anonymity.** Distill offers reviewers a choice between anonymous review and offering...

Thanks to Reviewer B and C for their comments and time reviewing our submission. Our response below is organized in two parts. We start by clarifying our goal and the...

*The following peer review was solicited as part of the Distill review process.* ***The reviewer chose to keep keep anonymity.** Distill offers reviewers a choice between anonymous review and offering...

*The following peer review was solicited as part of the Distill review process.* ***The reviewer chose to keep keep anonymity.** Distill offers reviewers a choice between anonymous review and offering...

# General Comments At the moment, your article opens with a short section giving a flavor of the content of the article: ![image](https://user-images.githubusercontent.com/61658/31201969-834b0444-a915-11e7-9b54-18fb475221d8.png) I think this is a really good...

I spent some time redesigning the figures for the toy problem section. I didn't get through all of them, but addressed the first few. Thought I'd post to get your...

When the two grey colors are very close, it's hard to see the two values. A small suggestion: ![image](https://user-images.githubusercontent.com/418356/30989772-ba3ee2b6-a453-11e7-8942-e75473ddc770.png)

Thanks for the quick and already detailed comments, this is great! I open here a new issue commenting issues [#2](https://github.com/thomas-tanay/post--L2-regularization/issues/2) and [#5](https://github.com/thomas-tanay/post--L2-regularization/issues/5). If I'm correct, both issues raise similar points:...

Some of your text output elements should have a fixed width so that when you slide through different length values the layout of the elements doesn't jitter around. ![image](https://user-images.githubusercontent.com/418356/28985777-ef2d3506-7918-11e7-8a79-4b48bffbf5d0.png) ![image](https://user-images.githubusercontent.com/418356/28985721-bce56960-7918-11e7-9268-0a5fc7d033d3.png)

One nice trick that might be helpful in this article -- especially in the "Preamble" section, due to its two dimensional nature -- is combining some of the text with...