Saransh Chopra

Enhancement: Adding animation to already present blogs/initial blogs

4

The already written blogs right now simply pop up on the screen after loading with no animation. I was trying to implement some sort of animation to these initially present...

Fix the last remaining 404 errors

3

The only thing keeping me from making the cross reference check strict - ```julia strict = [:cross_references] ``` is the failing `isnumeric` hyperlink (https://fluxml.ai/Flux.jl/stable/training/optimisers/#Optimisers.destructure), which does not have a docstring...

This PR revamps `basic.md` and renames it to "Neural Networks from scratch". Most of the content is intact, but I have cleaned up the code and removed the bits and...

Create a getting started section and add a new linear regression example

19

This PR - - Adds a new "Getting Started" section in the docs which I will be working on for the next couple of weeks - Moves `basics.md` and `overview.md`...

Add a logistic regression example to the Getting Started section

1

This PR adds a new Logistic Regression example to the "Getting Started" section. Note: This PR contains the changes from the linear regression PR (without some of these changes, the...

Miscellaneous docstring additions and fixes

3

Added missing docstrings (in the manual), updated the existing ones, and added doctests in the following files - - `stateless.jl` - `losses/functions.jl` - `utils.jl` In addition, there are various miscellaneous...

[Discussion]: Revamped Getting Started guide

2

Hi everyone! I have successfully added doctests and missing docstrings and have fixed miscellaneous documentation-related issues in Flux and Flux's close neighbor repositories! Some of the PRs have been merged,...

The `tversky` loss has 2 parameters, $\alpha$ and $\beta$, and `Flux` internally calculates the value of $\alpha$ as 1 - $\beta$. The loss is defined as `1 - tversky index`...

[Discussion]: doctests, docstrings, documentation manual, and unclear internal API (for newcomers)

2

Hello! I am opening this issue for further discussions on docstrings, doctests, making internal API visible (by prepending `_`), and updating the manual. Before I open a PR, I think...

TST: ensure `np.equal.reduce` raises a `TypeError`

1

Closes #20929 Added a couple of tests to ensure that `np.equal.reduce` raises `TypeError`, and the developers are notified if the API changes. I am not very sure if I should...