Remington Mallett

direct links to example datasets

1

I remember being a bit confused about where to find the example data when I started some tutorials a while back. I think it could be a lot easier for...

easier LightGBM install

1

The `LightGBM` requirement is [pip installable](https://pypi.org/project/lightgbm/) but [their documentation](https://lightgbm.readthedocs.io/en/v3.3.2/Installation-Guide.html) doesn't say so. I remember finding this very frustrating after I struggled (and failed) with a clunky install based on their...

Support for passing most plotting functions to seaborn grids

2

Hi @raphaelvallat , I'm wondering how tied you are to generating figures explicitly in most of pingouin's plotting functions (e.g., `plot_blandaltman`). Currently, most of these plotting functions generate a figure...

evaluation module

20

This PR adds a new `yasa.evaluation` module to YASA. The purpose of the module is to offer convenience methods for evaluating/comparing sleep-staging from multiple devices or raters. See Issue #78...

Add support for downloading from Google Cloud Storage

5

Add a GCSDownloader that can fetch the data from [Google Cloud Storage](https://cloud.google.com/). It should support an authentication token, ideally with the option to read it from an environment variable. See...

A first draft has been merged, but some final upkeep needs to happen before `yasa.evaluation` is an official part of YASA. - [x] Review docstrings (especially the examples to make...

replaces black/flake8 formatting/linting with ruff and ensures numpy 2.0 compatibility

1

This PR replaces Black formatting and flake8 linting with Ruff. In doing so, it ensures NumPy 2.0 compatibility (present and future). Both were discussed in #444. Main changes: - Replaced...

Pandas-friendly column names

6

This PR addresses #208 (part of the `v0.6.0` Roadmap layed out in #279). It removes characters that restrict column access to the bracket format (`df["p_val"]`) rather than dot(?) method (`df.p_val`)....

This changes literally 1 character. The python interface example at the end of the README had `target-dir` as an argument to `download()`, I changed it to `target_dir`. While command-line interface...

Update `plot_spectrogram` to handle hypnograms with <5 stages

4

YASA now allows for staging schemes with less than 5 stages (e.g., 3 stages, REM, NREM, WAKE). The `plot_hypnogram` function appropriately handles this, but when `plot_spectrogram` is used it plots...