• remove gitter link
• fix the tutorial card

• Replace linear regression tutorial link with the new getting started tutorial
  Linking these two tutorials: #82 and #83

Description

Typo and missing space in text.

exhist -> exist

Spacing before/after bold A.

Link

https://vowpalwabbit.org/assets/images/feature_details/reduction_stack.jpg

Adding beginner/advanced filter to tutorials page

• Adding in a placeholder for illustration

PR #62

• Add quote module on homepage

Hi,

I noticed that the tutorial links at the top of this page need to be updated: https://github.com/VowpalWabbit/vowpal_wabbit/wiki/Tutorial

The links point to https://vowpalwabbit.org/guides/, but the correct address appears to be https://vowpalwabbit.org/tutorials/, for example https://vowpalwabbit.org/tutorials/getting_started.html.

Thanks!

• flatten the current feature module

To allow for linking to more specific content in tutorials supporting these nested anchors would be useful

Perhaps we should now remove the RLOS banner? It would be good to add a posts section so we can migrate the RLOS announcement there and perhaps provide updates too?

Homepage

• Change the padding in research module on homepage
• Hero module: change wiki CTA to tutorials

Tutorials

• Need to replace gitter and stackoverflow svg icons since they can't be filled with color
• Confirm with Mike if tutorial's header is h4 is a good idea

General

• Go through the colors with design
• Go through padding of all modules with design
• Highlight the correct tab in navigation
• Change the arrows to be consistent across the website
• Check all the links through the website and make sure styling is consistent
• Replace favicon for the website

This is an invalid combination and should not be possible right now

The destination of the "more details" link is not really useful based on what the paragraph says.

On this page: https://vowpalwabbit.org/start.html

It should probably go to https://github.com/VowpalWabbit/vowpal_wabbit/wiki/Dependencies instead of the installing page.

Hello world,

This is probably not a significant issue, but it can be quite confusing especially for beginners.

In the VW contextual bandits tutorial (https://vowpalwabbit.org/tutorials/contextual_bandits.html), when comes the time to print the header of the header of training and testing dataframes, the code says

train_df.head()
train_df.head()

This code did not display anything in my case. I had to wrap each line inside a print statement in order for the data frames to be displayed in the console.

print(train_df.head())
print(train_df.head())

Again this is probably not a big issue.

Thank you !

https://gist.github.com/MicBrain/46a9723158307fd30db66a4b2af85411#gistcomment-2750974

The getting started tutorial is linked to from the start page no matter what package type is installed which is a bit confusing.

The tutorial should make it clear that the command line tool is required and pip install is not sufficient for this tutorial.

PR #63

1. Add new section to website called Wiki
2. Fetch all markdown from https://github.com/VowpalWabbit/vowpal_wabbit/wiki via the git repo https://github.com/VowpalWabbit/vowpal_wabbit.wiki.git
3. Mirror all the contents

Pros:

1. Better seo
2. Better experience on the theme
3. One stop for all related content

We can also filter the wiki in case we don't want all the wiki there, some sort of blocklist/allowlist

We need to add articles explaining VW's deploy story.

We should collect what scenarios and topics we want to cover here.

Create a CB tutorial with python.

Here's a link to it: https://github.com/cheng-tan/vowpalwabbit.github.io/blob/master/_guides/contextual_bandits.md

This task covers the CB Sim tutorial.

The current page is: https://github.com/VowpalWabbit/vowpalwabbit.github.io/blob/source/_guides/cb_simulation.md

Next step: review this tutorial

PR #15